Class MaskingOptions

Class MaskingOptions

Tên không gian: Aspose.Imaging.Masking.Options Tổng hợp: Aspose.Imaging.dll (25.4.0)

Nó đại diện cho các tùy chọn mặt nạ hình ảnh phổ biến.

public class MaskingOptions

Inheritance

object MaskingOptions

Derived

GraphCutMaskingOptions

Thành viên thừa kế

object.GetType() , object.MemberwiseClone() , object.ToString() , object.Equals(object?) , object.Equals(object?, object?) , object.ReferenceEquals(object?, object?) , object.GetHashCode()

Examples

Ví dụ này cho thấy làm thế nào để phân hủy một hình ảnh raster thành nhiều bức ảnh bằng cách sử dụng mô tả ảnh và thuật toán phân đoạn K-means.

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                                     using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Blue hills.png"))
                                                                                                                                                                                                                                                                     {
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                                                                                                                                         // Set the number of clusters (separated objects). The default value is 2, the foreground object and the background.
                                                                                                                                                                                                                                                                         args.NumberOfObjects = 3;

                                                                                                                                                                                                                                                                         // Set the maximum number of iterations.
                                                                                                                                                                                                                                                                         args.MaxIterationNumber = 50;

                                                                                                                                                                                                                                                                         // Set the precision of segmentation method (optional)
                                                                                                                                                                                                                                                                         args.Precision = 1;

                                                                                                                                                                                                                                                                         // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                                         Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                                         exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                                         exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                                         // Use K-means clustering.
                                                                                                                                                                                                                                                                         // K-means clustering allows to split image into several independent clusters (segments).
                                                                                                                                                                                                                                                                         maskingOptions.Method = Masking.Options.SegmentationMethod.KMeans;
                                                                                                                                                                                                                                                                         maskingOptions.Decompose = true;
                                                                                                                                                                                                                                                                         maskingOptions.Args = args;

                                                                                                                                                                                                                                                                         // The backgroung color will be orange.
                                                                                                                                                                                                                                                                         maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                                         maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                                         // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                                         // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                                             for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                                             {
                                                                                                                                                                                                                                                                                 string outputFileName = string.Format("Blue hills.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                                                 using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                                                 {
                                                                                                                                                                                                                                                                                     resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                                                 }
                                                                                                                                                                                                                                                                             }
                                                                                                                                                                                                                                                                         }
                                                                                                                                                                                                                                                                     }

Sử dụng một mặt nạ segment để tăng tốc quá trình phân khúc

// Masking export options
                                                                    Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                    exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                    exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                    Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                    // Use GraphCut clustering.
                                                                    maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                    maskingOptions.Decompose = false;
                                                                    maskingOptions.Args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                    // The backgroung color will be transparent.
                                                                    maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Transparent;
                                                                    maskingOptions.ExportOptions = exportOptions;

                                                                    string dir = "c:\\temp\\";
                                                                    using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "BigImage.jpg"))
                                                                    {
                                                                        Aspose.Imaging.Size imageSize = image.Size;

                                                                        // Reducing image size to speed up the segmentation process
                                                                        image.ResizeHeightProportionally(600, Aspose.Imaging.ResizeType.HighQualityResample);

                                                                        // Create an instance of the ImageMasking class.
                                                                        Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                        // Divide the source image into several clusters (segments).
                                                                        using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                        {
                                                                            // Getting the foreground mask
                                                                            using (Aspose.Imaging.RasterImage foregroundMask = maskingResult[1].GetMask()) 
                                                                            {
                                                                                // Increase the size of the mask to the size of the original image
                                                                                foregroundMask.Resize(imageSize.Width, imageSize.Height, Aspose.Imaging.ResizeType.NearestNeighbourResample);

                                                                                // Applying the mask to the original image to obtain a foreground segment
                                                                                using (Aspose.Imaging.RasterImage originImage = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "BigImage.jpg"))
                                                                                {
                                                                                    Aspose.Imaging.Masking.ImageMasking.ApplyMask(originImage, foregroundMask, maskingOptions);
                                                                                    originImage.Save(dir + "BigImage_foreground.png", exportOptions);
                                                                                }
                                                                            }
                                                                        }
                                                                    }

Ví dụ này cho thấy làm thế nào để phân hủy một hình ảnh raster thành nhiều bức ảnh bằng cách sử dụng bộ mặt nạ hình dạng và một bàn tay. Image masking là một kỹ thuật xử lý ảnh được dùng để chia rẽ nền từ các đối tượng ảnh phía trước.

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                // Define a manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.GraphicsPath manualMask = new Aspose.Imaging.GraphicsPath();
                                                                                                                                                                                                                                                Aspose.Imaging.Figure figure = new Aspose.Imaging.Figure();
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.EllipseShape(new RectangleF(50, 50, 40, 40)));
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.RectangleShape(new RectangleF(10, 20, 50, 30)));
                                                                                                                                                                                                                                                manualMask.AddFigure(figure);

                                                                                                                                                                                                                                                // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                // Set the manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.Masking.Options.ManualMaskingArgs args = new Aspose.Imaging.Masking.Options.ManualMaskingArgs();
                                                                                                                                                                                                                                                args.Mask = manualMask;

                                                                                                                                                                                                                                                using (RasterImage image = (RasterImage)Image.Load(dir + "Blue hills.png"))
                                                                                                                                                                                                                                                {
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                    // Use manual clustering algorithm.
                                                                                                                                                                                                                                                    maskingOptions.Method = Masking.Options.SegmentationMethod.Manual;

                                                                                                                                                                                                                                                    // All shapes making up a mask will be combined into one. 
                                                                                                                                                                                                                                                    maskingOptions.Decompose = false;
                                                                                                                                                                                                                                                    maskingOptions.Args = args;

                                                                                                                                                                                                                                                    // The backgroung color will be orange.
                                                                                                                                                                                                                                                    maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                    maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                    // The area of the source image that masking will be applied to.
                                                                                                                                                                                                                                                    maskingOptions.MaskingArea = new Rectangle(50, 50, 120, 120);

                                                                                                                                                                                                                                                    // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                    // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                    using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                    {
                                                                                                                                                                                                                                                        // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                        for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                        {
                                                                                                                                                                                                                                                            string outputFileName = string.Format("Blue hills.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                            using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                            {
                                                                                                                                                                                                                                                                resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                            }
                                                                                                                                                                                                                                                        }
                                                                                                                                                                                                                                                    }
                                                                                                                                                                                                                                                }

Ví dụ này cho thấy làm thế nào để xác định các đề xuất cho thuật toán che giấu hình ảnh để cải thiện độ chính xác của phương pháp phân khúc (clostering).

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                                     using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                                                                                                                                     {
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                                                                                                                                         // Suggestion #1.
                                                                                                                                                                                                                                                                         // Analyze the image visually and set the area of interest. The result of segmentation will include only objects that will be completely located within this area.
                                                                                                                                                                                                                                                                         args.ObjectsRectangles = new Rectangle[]
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             new Rectangle(86, 6, 270, 364),
                                                                                                                                                                                                                                                                         };

                                                                                                                                                                                                                                                                         // Suggestion #2.
                                                                                                                                                                                                                                                                         // Analyze the image visually and set the points that belong to separated objects.
                                                                                                                                                                                                                                                                         args.ObjectsPoints = new Point[][]
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             new Point[] { new Point(103, 326) },
                                                                                                                                                                                                                                                                             new Point[] { new Point(280, 43) },
                                                                                                                                                                                                                                                                             new Point[] { new Point(319, 86) },
                                                                                                                                                                                                                                                                         };

                                                                                                                                                                                                                                                                         // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                                         Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                                         exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                                         exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                                         // Use GraphCut clustering.
                                                                                                                                                                                                                                                                         maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                                                                                                                                                                                                                         maskingOptions.Decompose = false;
                                                                                                                                                                                                                                                                         maskingOptions.Args = args;

                                                                                                                                                                                                                                                                         // The backgroung color will be orange.
                                                                                                                                                                                                                                                                         maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                                         maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                                         // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                                         // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                                             for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                                             {
                                                                                                                                                                                                                                                                                 string outputFileName = string.Format("Gorilla.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                                                 using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                                                 {
                                                                                                                                                                                                                                                                                     resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                                                 }
                                                                                                                                                                                                                                                                             }
                                                                                                                                                                                                                                                                         }
                                                                                                                                                                                                                                                                     }

Tiết kiệm phiên ẩn vào một tệp cho các phiên dài, cũng như khả năng khôi phục lại phiên trong môi trường khác.

string dir = "c:\\temp\\";
                                                                                                                                                 string sessionBackupFile = dir + "session.bak";

                                                                                                                                                 // Masking export options
                                                                                                                                                 Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                 exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                 exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                 Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                 // Use GraphCut clustering.
                                                                                                                                                 maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                                                                                                 maskingOptions.Decompose = false;
                                                                                                                                                 maskingOptions.Args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                 // The backgroung color will be orange.
                                                                                                                                                 maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                 maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                 // Starting a session for the first time and saving to a file
                                                                                                                                                 using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                 {
                                                                                                                                                     // Create an instance of the ImageMasking class.
                                                                                                                                                     Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                     using (Aspose.Imaging.Masking.IMaskingSession session = masking.CreateSession(maskingOptions))
                                                                                                                                                     {
                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = session.Decompose())
                                                                                                                                                         {
                                                                                                                                                             using (Aspose.Imaging.RasterImage segmentImage = maskingResult[1].GetImage())
                                                                                                                                                             {
                                                                                                                                                                 segmentImage.Save(dir + "step1.png");
                                                                                                                                                             }
                                                                                                                                                         }

                                                                                                                                                         session.Save(sessionBackupFile);
                                                                                                                                                     }
                                                                                                                                                 }

                                                                                                                                                 // Resuming a masking session from a file
                                                                                                                                                 using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                 {
                                                                                                                                                     // Create an instance of the ImageMasking class.
                                                                                                                                                     Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                     using (Aspose.Imaging.Masking.IMaskingSession session = masking.LoadSession(sessionBackupFile))
                                                                                                                                                     {
                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                         // Analyze the image visually and set the points that belong to separated objects.
                                                                                                                                                         args.ObjectsPoints = new Point[][]
                                                                                                                                                                                      {
                                                                                                                                                                                          new Point[]
                                                                                                                                                                                              {
                                                                                                                                                                                                  new Point(0, 0), new Point(0, 1), new Point(1, 0),
                                                                                                                                                                                                  new Point(1, 1), new Point(2, 0), new Point(2, 1),
                                                                                                                                                                                                  new Point(3, 0), new Point(3, 1)
                                                                                                                                                                                              },
                                                                                                                                                                                      };
                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = session.ImproveDecomposition(args))
                                                                                                                                                         {
                                                                                                                                                             // Explicit transfer of export options, since it is not serializable
                                                                                                                                                             maskingResult.MaskingOptions.ExportOptions = exportOptions;

                                                                                                                                                             using (Aspose.Imaging.RasterImage segmentImage = maskingResult[1].GetImage())
                                                                                                                                                             {
                                                                                                                                                                 segmentImage.Save(dir + "step2.png");
                                                                                                                                                             }
                                                                                                                                                         }
                                                                                                                                                     }
                                                                                                                                                 }

Constructors

MaskingOptions()

public MaskingOptions()

Fields

BackgroundObjectNumber

Số đối tượng nền

public const int BackgroundObjectNumber = 0

Giá trị Field

int

Properties

Args

Nhận hoặc đặt các biện pháp cho thuật toán phân đoạn.

public IMaskingArgs Args { get; set; }

Giá trị bất động sản

IMaskingArgs

Examples

Ví dụ này cho thấy làm thế nào để phân hủy một hình ảnh raster thành nhiều bức ảnh bằng cách sử dụng mô tả ảnh và thuật toán phân đoạn K-means.

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                                     using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Blue hills.png"))
                                                                                                                                                                                                                                                                     {
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                                                                                                                                         // Set the number of clusters (separated objects). The default value is 2, the foreground object and the background.
                                                                                                                                                                                                                                                                         args.NumberOfObjects = 3;

                                                                                                                                                                                                                                                                         // Set the maximum number of iterations.
                                                                                                                                                                                                                                                                         args.MaxIterationNumber = 50;

                                                                                                                                                                                                                                                                         // Set the precision of segmentation method (optional)
                                                                                                                                                                                                                                                                         args.Precision = 1;

                                                                                                                                                                                                                                                                         // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                                         Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                                         exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                                         exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                                         // Use K-means clustering.
                                                                                                                                                                                                                                                                         // K-means clustering allows to split image into several independent clusters (segments).
                                                                                                                                                                                                                                                                         maskingOptions.Method = Masking.Options.SegmentationMethod.KMeans;
                                                                                                                                                                                                                                                                         maskingOptions.Decompose = true;
                                                                                                                                                                                                                                                                         maskingOptions.Args = args;

                                                                                                                                                                                                                                                                         // The backgroung color will be orange.
                                                                                                                                                                                                                                                                         maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                                         maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                                         // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                                         // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                                             for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                                             {
                                                                                                                                                                                                                                                                                 string outputFileName = string.Format("Blue hills.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                                                 using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                                                 {
                                                                                                                                                                                                                                                                                     resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                                                 }
                                                                                                                                                                                                                                                                             }
                                                                                                                                                                                                                                                                         }
                                                                                                                                                                                                                                                                     }

Sử dụng một mặt nạ segment để tăng tốc quá trình phân khúc

// Masking export options
                                                                    Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                    exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                    exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                    Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                    // Use GraphCut clustering.
                                                                    maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                    maskingOptions.Decompose = false;
                                                                    maskingOptions.Args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                    // The backgroung color will be transparent.
                                                                    maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Transparent;
                                                                    maskingOptions.ExportOptions = exportOptions;

                                                                    string dir = "c:\\temp\\";
                                                                    using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "BigImage.jpg"))
                                                                    {
                                                                        Aspose.Imaging.Size imageSize = image.Size;

                                                                        // Reducing image size to speed up the segmentation process
                                                                        image.ResizeHeightProportionally(600, Aspose.Imaging.ResizeType.HighQualityResample);

                                                                        // Create an instance of the ImageMasking class.
                                                                        Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                        // Divide the source image into several clusters (segments).
                                                                        using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                        {
                                                                            // Getting the foreground mask
                                                                            using (Aspose.Imaging.RasterImage foregroundMask = maskingResult[1].GetMask()) 
                                                                            {
                                                                                // Increase the size of the mask to the size of the original image
                                                                                foregroundMask.Resize(imageSize.Width, imageSize.Height, Aspose.Imaging.ResizeType.NearestNeighbourResample);

                                                                                // Applying the mask to the original image to obtain a foreground segment
                                                                                using (Aspose.Imaging.RasterImage originImage = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "BigImage.jpg"))
                                                                                {
                                                                                    Aspose.Imaging.Masking.ImageMasking.ApplyMask(originImage, foregroundMask, maskingOptions);
                                                                                    originImage.Save(dir + "BigImage_foreground.png", exportOptions);
                                                                                }
                                                                            }
                                                                        }
                                                                    }

Ví dụ này cho thấy làm thế nào để phân hủy một hình ảnh raster thành nhiều bức ảnh bằng cách sử dụng bộ mặt nạ hình dạng và một bàn tay. Image masking là một kỹ thuật xử lý ảnh được dùng để chia rẽ nền từ các đối tượng ảnh phía trước.

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                // Define a manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.GraphicsPath manualMask = new Aspose.Imaging.GraphicsPath();
                                                                                                                                                                                                                                                Aspose.Imaging.Figure figure = new Aspose.Imaging.Figure();
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.EllipseShape(new RectangleF(50, 50, 40, 40)));
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.RectangleShape(new RectangleF(10, 20, 50, 30)));
                                                                                                                                                                                                                                                manualMask.AddFigure(figure);

                                                                                                                                                                                                                                                // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                // Set the manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.Masking.Options.ManualMaskingArgs args = new Aspose.Imaging.Masking.Options.ManualMaskingArgs();
                                                                                                                                                                                                                                                args.Mask = manualMask;

                                                                                                                                                                                                                                                using (RasterImage image = (RasterImage)Image.Load(dir + "Blue hills.png"))
                                                                                                                                                                                                                                                {
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                    // Use manual clustering algorithm.
                                                                                                                                                                                                                                                    maskingOptions.Method = Masking.Options.SegmentationMethod.Manual;

                                                                                                                                                                                                                                                    // All shapes making up a mask will be combined into one. 
                                                                                                                                                                                                                                                    maskingOptions.Decompose = false;
                                                                                                                                                                                                                                                    maskingOptions.Args = args;

                                                                                                                                                                                                                                                    // The backgroung color will be orange.
                                                                                                                                                                                                                                                    maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                    maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                    // The area of the source image that masking will be applied to.
                                                                                                                                                                                                                                                    maskingOptions.MaskingArea = new Rectangle(50, 50, 120, 120);

                                                                                                                                                                                                                                                    // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                    // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                    using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                    {
                                                                                                                                                                                                                                                        // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                        for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                        {
                                                                                                                                                                                                                                                            string outputFileName = string.Format("Blue hills.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                            using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                            {
                                                                                                                                                                                                                                                                resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                            }
                                                                                                                                                                                                                                                        }
                                                                                                                                                                                                                                                    }
                                                                                                                                                                                                                                                }

Ví dụ này cho thấy làm thế nào để xác định các đề xuất cho thuật toán che giấu hình ảnh để cải thiện độ chính xác của phương pháp phân khúc (clostering).

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                                     using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                                                                                                                                     {
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                                                                                                                                         // Suggestion #1.
                                                                                                                                                                                                                                                                         // Analyze the image visually and set the area of interest. The result of segmentation will include only objects that will be completely located within this area.
                                                                                                                                                                                                                                                                         args.ObjectsRectangles = new Rectangle[]
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             new Rectangle(86, 6, 270, 364),
                                                                                                                                                                                                                                                                         };

                                                                                                                                                                                                                                                                         // Suggestion #2.
                                                                                                                                                                                                                                                                         // Analyze the image visually and set the points that belong to separated objects.
                                                                                                                                                                                                                                                                         args.ObjectsPoints = new Point[][]
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             new Point[] { new Point(103, 326) },
                                                                                                                                                                                                                                                                             new Point[] { new Point(280, 43) },
                                                                                                                                                                                                                                                                             new Point[] { new Point(319, 86) },
                                                                                                                                                                                                                                                                         };

                                                                                                                                                                                                                                                                         // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                                         Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                                         exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                                         exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                                         // Use GraphCut clustering.
                                                                                                                                                                                                                                                                         maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                                                                                                                                                                                                                         maskingOptions.Decompose = false;
                                                                                                                                                                                                                                                                         maskingOptions.Args = args;

                                                                                                                                                                                                                                                                         // The backgroung color will be orange.
                                                                                                                                                                                                                                                                         maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                                         maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                                         // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                                         // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                                             for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                                             {
                                                                                                                                                                                                                                                                                 string outputFileName = string.Format("Gorilla.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                                                 using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                                                 {
                                                                                                                                                                                                                                                                                     resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                                                 }
                                                                                                                                                                                                                                                                             }
                                                                                                                                                                                                                                                                         }
                                                                                                                                                                                                                                                                     }

Tiết kiệm phiên ẩn vào một tệp cho các phiên dài, cũng như khả năng khôi phục lại phiên trong môi trường khác.

string dir = "c:\\temp\\";
                                                                                                                                                 string sessionBackupFile = dir + "session.bak";

                                                                                                                                                 // Masking export options
                                                                                                                                                 Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                 exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                 exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                 Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                 // Use GraphCut clustering.
                                                                                                                                                 maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                                                                                                 maskingOptions.Decompose = false;
                                                                                                                                                 maskingOptions.Args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                 // The backgroung color will be orange.
                                                                                                                                                 maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                 maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                 // Starting a session for the first time and saving to a file
                                                                                                                                                 using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                 {
                                                                                                                                                     // Create an instance of the ImageMasking class.
                                                                                                                                                     Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                     using (Aspose.Imaging.Masking.IMaskingSession session = masking.CreateSession(maskingOptions))
                                                                                                                                                     {
                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = session.Decompose())
                                                                                                                                                         {
                                                                                                                                                             using (Aspose.Imaging.RasterImage segmentImage = maskingResult[1].GetImage())
                                                                                                                                                             {
                                                                                                                                                                 segmentImage.Save(dir + "step1.png");
                                                                                                                                                             }
                                                                                                                                                         }

                                                                                                                                                         session.Save(sessionBackupFile);
                                                                                                                                                     }
                                                                                                                                                 }

                                                                                                                                                 // Resuming a masking session from a file
                                                                                                                                                 using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                 {
                                                                                                                                                     // Create an instance of the ImageMasking class.
                                                                                                                                                     Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                     using (Aspose.Imaging.Masking.IMaskingSession session = masking.LoadSession(sessionBackupFile))
                                                                                                                                                     {
                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                         // Analyze the image visually and set the points that belong to separated objects.
                                                                                                                                                         args.ObjectsPoints = new Point[][]
                                                                                                                                                                                      {
                                                                                                                                                                                          new Point[]
                                                                                                                                                                                              {
                                                                                                                                                                                                  new Point(0, 0), new Point(0, 1), new Point(1, 0),
                                                                                                                                                                                                  new Point(1, 1), new Point(2, 0), new Point(2, 1),
                                                                                                                                                                                                  new Point(3, 0), new Point(3, 1)
                                                                                                                                                                                              },
                                                                                                                                                                                      };
                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = session.ImproveDecomposition(args))
                                                                                                                                                         {
                                                                                                                                                             // Explicit transfer of export options, since it is not serializable
                                                                                                                                                             maskingResult.MaskingOptions.ExportOptions = exportOptions;

                                                                                                                                                             using (Aspose.Imaging.RasterImage segmentImage = maskingResult[1].GetImage())
                                                                                                                                                             {
                                                                                                                                                                 segmentImage.Save(dir + "step2.png");
                                                                                                                                                             }
                                                                                                                                                         }
                                                                                                                                                     }
                                                                                                                                                 }

BackgroundReplacementColor

Nhận hoặc đặt màu nền thay thế.

public Color BackgroundReplacementColor { get; set; }

Giá trị bất động sản

Color

Examples

Ví dụ này cho thấy làm thế nào để phân hủy một hình ảnh raster thành nhiều bức ảnh bằng cách sử dụng mô tả ảnh và thuật toán phân đoạn K-means.

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                                     using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Blue hills.png"))
                                                                                                                                                                                                                                                                     {
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                                                                                                                                         // Set the number of clusters (separated objects). The default value is 2, the foreground object and the background.
                                                                                                                                                                                                                                                                         args.NumberOfObjects = 3;

                                                                                                                                                                                                                                                                         // Set the maximum number of iterations.
                                                                                                                                                                                                                                                                         args.MaxIterationNumber = 50;

                                                                                                                                                                                                                                                                         // Set the precision of segmentation method (optional)
                                                                                                                                                                                                                                                                         args.Precision = 1;

                                                                                                                                                                                                                                                                         // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                                         Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                                         exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                                         exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                                         // Use K-means clustering.
                                                                                                                                                                                                                                                                         // K-means clustering allows to split image into several independent clusters (segments).
                                                                                                                                                                                                                                                                         maskingOptions.Method = Masking.Options.SegmentationMethod.KMeans;
                                                                                                                                                                                                                                                                         maskingOptions.Decompose = true;
                                                                                                                                                                                                                                                                         maskingOptions.Args = args;

                                                                                                                                                                                                                                                                         // The backgroung color will be orange.
                                                                                                                                                                                                                                                                         maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                                         maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                                         // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                                         // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                                             for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                                             {
                                                                                                                                                                                                                                                                                 string outputFileName = string.Format("Blue hills.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                                                 using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                                                 {
                                                                                                                                                                                                                                                                                     resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                                                 }
                                                                                                                                                                                                                                                                             }
                                                                                                                                                                                                                                                                         }
                                                                                                                                                                                                                                                                     }

Sử dụng một mặt nạ segment để tăng tốc quá trình phân khúc

// Masking export options
                                                                    Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                    exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                    exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                    Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                    // Use GraphCut clustering.
                                                                    maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                    maskingOptions.Decompose = false;
                                                                    maskingOptions.Args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                    // The backgroung color will be transparent.
                                                                    maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Transparent;
                                                                    maskingOptions.ExportOptions = exportOptions;

                                                                    string dir = "c:\\temp\\";
                                                                    using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "BigImage.jpg"))
                                                                    {
                                                                        Aspose.Imaging.Size imageSize = image.Size;

                                                                        // Reducing image size to speed up the segmentation process
                                                                        image.ResizeHeightProportionally(600, Aspose.Imaging.ResizeType.HighQualityResample);

                                                                        // Create an instance of the ImageMasking class.
                                                                        Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                        // Divide the source image into several clusters (segments).
                                                                        using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                        {
                                                                            // Getting the foreground mask
                                                                            using (Aspose.Imaging.RasterImage foregroundMask = maskingResult[1].GetMask()) 
                                                                            {
                                                                                // Increase the size of the mask to the size of the original image
                                                                                foregroundMask.Resize(imageSize.Width, imageSize.Height, Aspose.Imaging.ResizeType.NearestNeighbourResample);

                                                                                // Applying the mask to the original image to obtain a foreground segment
                                                                                using (Aspose.Imaging.RasterImage originImage = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "BigImage.jpg"))
                                                                                {
                                                                                    Aspose.Imaging.Masking.ImageMasking.ApplyMask(originImage, foregroundMask, maskingOptions);
                                                                                    originImage.Save(dir + "BigImage_foreground.png", exportOptions);
                                                                                }
                                                                            }
                                                                        }
                                                                    }

Ví dụ này cho thấy làm thế nào để phân hủy một hình ảnh raster thành nhiều bức ảnh bằng cách sử dụng bộ mặt nạ hình dạng và một bàn tay. Image masking là một kỹ thuật xử lý ảnh được dùng để chia rẽ nền từ các đối tượng ảnh phía trước.

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                // Define a manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.GraphicsPath manualMask = new Aspose.Imaging.GraphicsPath();
                                                                                                                                                                                                                                                Aspose.Imaging.Figure figure = new Aspose.Imaging.Figure();
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.EllipseShape(new RectangleF(50, 50, 40, 40)));
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.RectangleShape(new RectangleF(10, 20, 50, 30)));
                                                                                                                                                                                                                                                manualMask.AddFigure(figure);

                                                                                                                                                                                                                                                // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                // Set the manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.Masking.Options.ManualMaskingArgs args = new Aspose.Imaging.Masking.Options.ManualMaskingArgs();
                                                                                                                                                                                                                                                args.Mask = manualMask;

                                                                                                                                                                                                                                                using (RasterImage image = (RasterImage)Image.Load(dir + "Blue hills.png"))
                                                                                                                                                                                                                                                {
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                    // Use manual clustering algorithm.
                                                                                                                                                                                                                                                    maskingOptions.Method = Masking.Options.SegmentationMethod.Manual;

                                                                                                                                                                                                                                                    // All shapes making up a mask will be combined into one. 
                                                                                                                                                                                                                                                    maskingOptions.Decompose = false;
                                                                                                                                                                                                                                                    maskingOptions.Args = args;

                                                                                                                                                                                                                                                    // The backgroung color will be orange.
                                                                                                                                                                                                                                                    maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                    maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                    // The area of the source image that masking will be applied to.
                                                                                                                                                                                                                                                    maskingOptions.MaskingArea = new Rectangle(50, 50, 120, 120);

                                                                                                                                                                                                                                                    // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                    // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                    using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                    {
                                                                                                                                                                                                                                                        // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                        for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                        {
                                                                                                                                                                                                                                                            string outputFileName = string.Format("Blue hills.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                            using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                            {
                                                                                                                                                                                                                                                                resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                            }
                                                                                                                                                                                                                                                        }
                                                                                                                                                                                                                                                    }
                                                                                                                                                                                                                                                }

Ví dụ này cho thấy làm thế nào để xác định các đề xuất cho thuật toán che giấu hình ảnh để cải thiện độ chính xác của phương pháp phân khúc (clostering).

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                                     using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                                                                                                                                     {
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                                                                                                                                         // Suggestion #1.
                                                                                                                                                                                                                                                                         // Analyze the image visually and set the area of interest. The result of segmentation will include only objects that will be completely located within this area.
                                                                                                                                                                                                                                                                         args.ObjectsRectangles = new Rectangle[]
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             new Rectangle(86, 6, 270, 364),
                                                                                                                                                                                                                                                                         };

                                                                                                                                                                                                                                                                         // Suggestion #2.
                                                                                                                                                                                                                                                                         // Analyze the image visually and set the points that belong to separated objects.
                                                                                                                                                                                                                                                                         args.ObjectsPoints = new Point[][]
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             new Point[] { new Point(103, 326) },
                                                                                                                                                                                                                                                                             new Point[] { new Point(280, 43) },
                                                                                                                                                                                                                                                                             new Point[] { new Point(319, 86) },
                                                                                                                                                                                                                                                                         };

                                                                                                                                                                                                                                                                         // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                                         Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                                         exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                                         exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                                         // Use GraphCut clustering.
                                                                                                                                                                                                                                                                         maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                                                                                                                                                                                                                         maskingOptions.Decompose = false;
                                                                                                                                                                                                                                                                         maskingOptions.Args = args;

                                                                                                                                                                                                                                                                         // The backgroung color will be orange.
                                                                                                                                                                                                                                                                         maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                                         maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                                         // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                                         // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                                             for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                                             {
                                                                                                                                                                                                                                                                                 string outputFileName = string.Format("Gorilla.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                                                 using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                                                 {
                                                                                                                                                                                                                                                                                     resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                                                 }
                                                                                                                                                                                                                                                                             }
                                                                                                                                                                                                                                                                         }
                                                                                                                                                                                                                                                                     }

Tiết kiệm phiên ẩn vào một tệp cho các phiên dài, cũng như khả năng khôi phục lại phiên trong môi trường khác.

string dir = "c:\\temp\\";
                                                                                                                                                 string sessionBackupFile = dir + "session.bak";

                                                                                                                                                 // Masking export options
                                                                                                                                                 Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                 exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                 exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                 Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                 // Use GraphCut clustering.
                                                                                                                                                 maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                                                                                                 maskingOptions.Decompose = false;
                                                                                                                                                 maskingOptions.Args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                 // The backgroung color will be orange.
                                                                                                                                                 maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                 maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                 // Starting a session for the first time and saving to a file
                                                                                                                                                 using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                 {
                                                                                                                                                     // Create an instance of the ImageMasking class.
                                                                                                                                                     Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                     using (Aspose.Imaging.Masking.IMaskingSession session = masking.CreateSession(maskingOptions))
                                                                                                                                                     {
                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = session.Decompose())
                                                                                                                                                         {
                                                                                                                                                             using (Aspose.Imaging.RasterImage segmentImage = maskingResult[1].GetImage())
                                                                                                                                                             {
                                                                                                                                                                 segmentImage.Save(dir + "step1.png");
                                                                                                                                                             }
                                                                                                                                                         }

                                                                                                                                                         session.Save(sessionBackupFile);
                                                                                                                                                     }
                                                                                                                                                 }

                                                                                                                                                 // Resuming a masking session from a file
                                                                                                                                                 using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                 {
                                                                                                                                                     // Create an instance of the ImageMasking class.
                                                                                                                                                     Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                     using (Aspose.Imaging.Masking.IMaskingSession session = masking.LoadSession(sessionBackupFile))
                                                                                                                                                     {
                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                         // Analyze the image visually and set the points that belong to separated objects.
                                                                                                                                                         args.ObjectsPoints = new Point[][]
                                                                                                                                                                                      {
                                                                                                                                                                                          new Point[]
                                                                                                                                                                                              {
                                                                                                                                                                                                  new Point(0, 0), new Point(0, 1), new Point(1, 0),
                                                                                                                                                                                                  new Point(1, 1), new Point(2, 0), new Point(2, 1),
                                                                                                                                                                                                  new Point(3, 0), new Point(3, 1)
                                                                                                                                                                                              },
                                                                                                                                                                                      };
                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = session.ImproveDecomposition(args))
                                                                                                                                                         {
                                                                                                                                                             // Explicit transfer of export options, since it is not serializable
                                                                                                                                                             maskingResult.MaskingOptions.ExportOptions = exportOptions;

                                                                                                                                                             using (Aspose.Imaging.RasterImage segmentImage = maskingResult[1].GetImage())
                                                                                                                                                             {
                                                                                                                                                                 segmentImage.Save(dir + "step2.png");
                                                                                                                                                             }
                                                                                                                                                         }
                                                                                                                                                     }
                                                                                                                                                 }

Decompose

Nhận hoặc đặt một giá trị cho thấy nếukhông cần thiết để tách từng hình dạng từ mặt nạ như một đối tượng cá nhân hoặc như là một vật thể thống nhất từ masker riêng biệt từ nền.

public bool Decompose { get; set; }

Giá trị bất động sản

bool

Examples

Ví dụ này cho thấy làm thế nào để phân hủy một hình ảnh raster thành nhiều bức ảnh bằng cách sử dụng bộ mặt nạ hình dạng và một bàn tay. Image masking là một kỹ thuật xử lý ảnh được dùng để chia rẽ nền từ các đối tượng ảnh phía trước.

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                // Define a manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.GraphicsPath manualMask = new Aspose.Imaging.GraphicsPath();
                                                                                                                                                                                                                                                Aspose.Imaging.Figure figure = new Aspose.Imaging.Figure();
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.EllipseShape(new RectangleF(50, 50, 40, 40)));
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.RectangleShape(new RectangleF(10, 20, 50, 30)));
                                                                                                                                                                                                                                                manualMask.AddFigure(figure);

                                                                                                                                                                                                                                                // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                // Set the manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.Masking.Options.ManualMaskingArgs args = new Aspose.Imaging.Masking.Options.ManualMaskingArgs();
                                                                                                                                                                                                                                                args.Mask = manualMask;

                                                                                                                                                                                                                                                using (RasterImage image = (RasterImage)Image.Load(dir + "Blue hills.png"))
                                                                                                                                                                                                                                                {
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                    // Use manual clustering algorithm.
                                                                                                                                                                                                                                                    maskingOptions.Method = Masking.Options.SegmentationMethod.Manual;

                                                                                                                                                                                                                                                    // All shapes making up a mask will be combined into one. 
                                                                                                                                                                                                                                                    maskingOptions.Decompose = false;
                                                                                                                                                                                                                                                    maskingOptions.Args = args;

                                                                                                                                                                                                                                                    // The backgroung color will be orange.
                                                                                                                                                                                                                                                    maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                    maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                    // The area of the source image that masking will be applied to.
                                                                                                                                                                                                                                                    maskingOptions.MaskingArea = new Rectangle(50, 50, 120, 120);

                                                                                                                                                                                                                                                    // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                    // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                    using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                    {
                                                                                                                                                                                                                                                        // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                        for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                        {
                                                                                                                                                                                                                                                            string outputFileName = string.Format("Blue hills.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                            using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                            {
                                                                                                                                                                                                                                                                resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                            }
                                                                                                                                                                                                                                                        }
                                                                                                                                                                                                                                                    }
                                                                                                                                                                                                                                                }

ExportOptions

Nhận hoặc đặt hình ảnh xuất khẩu tùy chọn.

public ImageOptionsBase ExportOptions { get; set; }

Giá trị bất động sản

ImageOptionsBase

Examples

Ví dụ này cho thấy làm thế nào để phân hủy một hình ảnh raster thành nhiều bức ảnh bằng cách sử dụng mô tả ảnh và thuật toán phân đoạn K-means.

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                                     using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Blue hills.png"))
                                                                                                                                                                                                                                                                     {
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                                                                                                                                         // Set the number of clusters (separated objects). The default value is 2, the foreground object and the background.
                                                                                                                                                                                                                                                                         args.NumberOfObjects = 3;

                                                                                                                                                                                                                                                                         // Set the maximum number of iterations.
                                                                                                                                                                                                                                                                         args.MaxIterationNumber = 50;

                                                                                                                                                                                                                                                                         // Set the precision of segmentation method (optional)
                                                                                                                                                                                                                                                                         args.Precision = 1;

                                                                                                                                                                                                                                                                         // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                                         Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                                         exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                                         exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                                         // Use K-means clustering.
                                                                                                                                                                                                                                                                         // K-means clustering allows to split image into several independent clusters (segments).
                                                                                                                                                                                                                                                                         maskingOptions.Method = Masking.Options.SegmentationMethod.KMeans;
                                                                                                                                                                                                                                                                         maskingOptions.Decompose = true;
                                                                                                                                                                                                                                                                         maskingOptions.Args = args;

                                                                                                                                                                                                                                                                         // The backgroung color will be orange.
                                                                                                                                                                                                                                                                         maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                                         maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                                         // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                                         // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                                             for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                                             {
                                                                                                                                                                                                                                                                                 string outputFileName = string.Format("Blue hills.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                                                 using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                                                 {
                                                                                                                                                                                                                                                                                     resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                                                 }
                                                                                                                                                                                                                                                                             }
                                                                                                                                                                                                                                                                         }
                                                                                                                                                                                                                                                                     }

Sử dụng một mặt nạ segment để tăng tốc quá trình phân khúc

// Masking export options
                                                                    Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                    exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                    exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                    Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                    // Use GraphCut clustering.
                                                                    maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                    maskingOptions.Decompose = false;
                                                                    maskingOptions.Args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                    // The backgroung color will be transparent.
                                                                    maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Transparent;
                                                                    maskingOptions.ExportOptions = exportOptions;

                                                                    string dir = "c:\\temp\\";
                                                                    using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "BigImage.jpg"))
                                                                    {
                                                                        Aspose.Imaging.Size imageSize = image.Size;

                                                                        // Reducing image size to speed up the segmentation process
                                                                        image.ResizeHeightProportionally(600, Aspose.Imaging.ResizeType.HighQualityResample);

                                                                        // Create an instance of the ImageMasking class.
                                                                        Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                        // Divide the source image into several clusters (segments).
                                                                        using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                        {
                                                                            // Getting the foreground mask
                                                                            using (Aspose.Imaging.RasterImage foregroundMask = maskingResult[1].GetMask()) 
                                                                            {
                                                                                // Increase the size of the mask to the size of the original image
                                                                                foregroundMask.Resize(imageSize.Width, imageSize.Height, Aspose.Imaging.ResizeType.NearestNeighbourResample);

                                                                                // Applying the mask to the original image to obtain a foreground segment
                                                                                using (Aspose.Imaging.RasterImage originImage = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "BigImage.jpg"))
                                                                                {
                                                                                    Aspose.Imaging.Masking.ImageMasking.ApplyMask(originImage, foregroundMask, maskingOptions);
                                                                                    originImage.Save(dir + "BigImage_foreground.png", exportOptions);
                                                                                }
                                                                            }
                                                                        }
                                                                    }

Ví dụ này cho thấy làm thế nào để phân hủy một hình ảnh raster thành nhiều bức ảnh bằng cách sử dụng bộ mặt nạ hình dạng và một bàn tay. Image masking là một kỹ thuật xử lý ảnh được dùng để chia rẽ nền từ các đối tượng ảnh phía trước.

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                // Define a manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.GraphicsPath manualMask = new Aspose.Imaging.GraphicsPath();
                                                                                                                                                                                                                                                Aspose.Imaging.Figure figure = new Aspose.Imaging.Figure();
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.EllipseShape(new RectangleF(50, 50, 40, 40)));
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.RectangleShape(new RectangleF(10, 20, 50, 30)));
                                                                                                                                                                                                                                                manualMask.AddFigure(figure);

                                                                                                                                                                                                                                                // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                // Set the manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.Masking.Options.ManualMaskingArgs args = new Aspose.Imaging.Masking.Options.ManualMaskingArgs();
                                                                                                                                                                                                                                                args.Mask = manualMask;

                                                                                                                                                                                                                                                using (RasterImage image = (RasterImage)Image.Load(dir + "Blue hills.png"))
                                                                                                                                                                                                                                                {
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                    // Use manual clustering algorithm.
                                                                                                                                                                                                                                                    maskingOptions.Method = Masking.Options.SegmentationMethod.Manual;

                                                                                                                                                                                                                                                    // All shapes making up a mask will be combined into one. 
                                                                                                                                                                                                                                                    maskingOptions.Decompose = false;
                                                                                                                                                                                                                                                    maskingOptions.Args = args;

                                                                                                                                                                                                                                                    // The backgroung color will be orange.
                                                                                                                                                                                                                                                    maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                    maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                    // The area of the source image that masking will be applied to.
                                                                                                                                                                                                                                                    maskingOptions.MaskingArea = new Rectangle(50, 50, 120, 120);

                                                                                                                                                                                                                                                    // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                    // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                    using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                    {
                                                                                                                                                                                                                                                        // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                        for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                        {
                                                                                                                                                                                                                                                            string outputFileName = string.Format("Blue hills.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                            using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                            {
                                                                                                                                                                                                                                                                resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                            }
                                                                                                                                                                                                                                                        }
                                                                                                                                                                                                                                                    }
                                                                                                                                                                                                                                                }

Ví dụ này cho thấy làm thế nào để xác định các đề xuất cho thuật toán che giấu hình ảnh để cải thiện độ chính xác của phương pháp phân khúc (clostering).

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                                     using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                                                                                                                                     {
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                                                                                                                                         // Suggestion #1.
                                                                                                                                                                                                                                                                         // Analyze the image visually and set the area of interest. The result of segmentation will include only objects that will be completely located within this area.
                                                                                                                                                                                                                                                                         args.ObjectsRectangles = new Rectangle[]
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             new Rectangle(86, 6, 270, 364),
                                                                                                                                                                                                                                                                         };

                                                                                                                                                                                                                                                                         // Suggestion #2.
                                                                                                                                                                                                                                                                         // Analyze the image visually and set the points that belong to separated objects.
                                                                                                                                                                                                                                                                         args.ObjectsPoints = new Point[][]
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             new Point[] { new Point(103, 326) },
                                                                                                                                                                                                                                                                             new Point[] { new Point(280, 43) },
                                                                                                                                                                                                                                                                             new Point[] { new Point(319, 86) },
                                                                                                                                                                                                                                                                         };

                                                                                                                                                                                                                                                                         // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                                         Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                                         exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                                         exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                                         // Use GraphCut clustering.
                                                                                                                                                                                                                                                                         maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                                                                                                                                                                                                                         maskingOptions.Decompose = false;
                                                                                                                                                                                                                                                                         maskingOptions.Args = args;

                                                                                                                                                                                                                                                                         // The backgroung color will be orange.
                                                                                                                                                                                                                                                                         maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                                         maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                                         // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                                         // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                                             for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                                             {
                                                                                                                                                                                                                                                                                 string outputFileName = string.Format("Gorilla.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                                                 using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                                                 {
                                                                                                                                                                                                                                                                                     resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                                                 }
                                                                                                                                                                                                                                                                             }
                                                                                                                                                                                                                                                                         }
                                                                                                                                                                                                                                                                     }

Tiết kiệm phiên ẩn vào một tệp cho các phiên dài, cũng như khả năng khôi phục lại phiên trong môi trường khác.

string dir = "c:\\temp\\";
                                                                                                                                                 string sessionBackupFile = dir + "session.bak";

                                                                                                                                                 // Masking export options
                                                                                                                                                 Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                 exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                 exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                 Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                 // Use GraphCut clustering.
                                                                                                                                                 maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                                                                                                 maskingOptions.Decompose = false;
                                                                                                                                                 maskingOptions.Args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                 // The backgroung color will be orange.
                                                                                                                                                 maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                 maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                 // Starting a session for the first time and saving to a file
                                                                                                                                                 using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                 {
                                                                                                                                                     // Create an instance of the ImageMasking class.
                                                                                                                                                     Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                     using (Aspose.Imaging.Masking.IMaskingSession session = masking.CreateSession(maskingOptions))
                                                                                                                                                     {
                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = session.Decompose())
                                                                                                                                                         {
                                                                                                                                                             using (Aspose.Imaging.RasterImage segmentImage = maskingResult[1].GetImage())
                                                                                                                                                             {
                                                                                                                                                                 segmentImage.Save(dir + "step1.png");
                                                                                                                                                             }
                                                                                                                                                         }

                                                                                                                                                         session.Save(sessionBackupFile);
                                                                                                                                                     }
                                                                                                                                                 }

                                                                                                                                                 // Resuming a masking session from a file
                                                                                                                                                 using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                 {
                                                                                                                                                     // Create an instance of the ImageMasking class.
                                                                                                                                                     Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                     using (Aspose.Imaging.Masking.IMaskingSession session = masking.LoadSession(sessionBackupFile))
                                                                                                                                                     {
                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                         // Analyze the image visually and set the points that belong to separated objects.
                                                                                                                                                         args.ObjectsPoints = new Point[][]
                                                                                                                                                                                      {
                                                                                                                                                                                          new Point[]
                                                                                                                                                                                              {
                                                                                                                                                                                                  new Point(0, 0), new Point(0, 1), new Point(1, 0),
                                                                                                                                                                                                  new Point(1, 1), new Point(2, 0), new Point(2, 1),
                                                                                                                                                                                                  new Point(3, 0), new Point(3, 1)
                                                                                                                                                                                              },
                                                                                                                                                                                      };
                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = session.ImproveDecomposition(args))
                                                                                                                                                         {
                                                                                                                                                             // Explicit transfer of export options, since it is not serializable
                                                                                                                                                             maskingResult.MaskingOptions.ExportOptions = exportOptions;

                                                                                                                                                             using (Aspose.Imaging.RasterImage segmentImage = maskingResult[1].GetImage())
                                                                                                                                                             {
                                                                                                                                                                 segmentImage.Save(dir + "step2.png");
                                                                                                                                                             }
                                                                                                                                                         }
                                                                                                                                                     }
                                                                                                                                                 }

MaskingArea

Nhận hoặc đặt vùng mặt nạ.

public Rectangle MaskingArea { get; set; }

Giá trị bất động sản

Rectangle

Examples

Ví dụ này cho thấy làm thế nào để phân hủy một hình ảnh raster thành nhiều bức ảnh bằng cách sử dụng bộ mặt nạ hình dạng và một bàn tay. Image masking là một kỹ thuật xử lý ảnh được dùng để chia rẽ nền từ các đối tượng ảnh phía trước.

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                // Define a manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.GraphicsPath manualMask = new Aspose.Imaging.GraphicsPath();
                                                                                                                                                                                                                                                Aspose.Imaging.Figure figure = new Aspose.Imaging.Figure();
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.EllipseShape(new RectangleF(50, 50, 40, 40)));
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.RectangleShape(new RectangleF(10, 20, 50, 30)));
                                                                                                                                                                                                                                                manualMask.AddFigure(figure);

                                                                                                                                                                                                                                                // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                // Set the manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.Masking.Options.ManualMaskingArgs args = new Aspose.Imaging.Masking.Options.ManualMaskingArgs();
                                                                                                                                                                                                                                                args.Mask = manualMask;

                                                                                                                                                                                                                                                using (RasterImage image = (RasterImage)Image.Load(dir + "Blue hills.png"))
                                                                                                                                                                                                                                                {
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                    // Use manual clustering algorithm.
                                                                                                                                                                                                                                                    maskingOptions.Method = Masking.Options.SegmentationMethod.Manual;

                                                                                                                                                                                                                                                    // All shapes making up a mask will be combined into one. 
                                                                                                                                                                                                                                                    maskingOptions.Decompose = false;
                                                                                                                                                                                                                                                    maskingOptions.Args = args;

                                                                                                                                                                                                                                                    // The backgroung color will be orange.
                                                                                                                                                                                                                                                    maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                    maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                    // The area of the source image that masking will be applied to.
                                                                                                                                                                                                                                                    maskingOptions.MaskingArea = new Rectangle(50, 50, 120, 120);

                                                                                                                                                                                                                                                    // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                    // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                    using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                    {
                                                                                                                                                                                                                                                        // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                        for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                        {
                                                                                                                                                                                                                                                            string outputFileName = string.Format("Blue hills.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                            using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                            {
                                                                                                                                                                                                                                                                resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                            }
                                                                                                                                                                                                                                                        }
                                                                                                                                                                                                                                                    }
                                                                                                                                                                                                                                                }

Method

Nhận hoặc đặt phương pháp phân khúc.

public SegmentationMethod Method { get; set; }

Giá trị bất động sản

SegmentationMethod

Examples

Ví dụ này cho thấy làm thế nào để phân hủy một hình ảnh raster thành nhiều bức ảnh bằng cách sử dụng mô tả ảnh và thuật toán phân đoạn K-means.

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                                     using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Blue hills.png"))
                                                                                                                                                                                                                                                                     {
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                                                                                                                                         // Set the number of clusters (separated objects). The default value is 2, the foreground object and the background.
                                                                                                                                                                                                                                                                         args.NumberOfObjects = 3;

                                                                                                                                                                                                                                                                         // Set the maximum number of iterations.
                                                                                                                                                                                                                                                                         args.MaxIterationNumber = 50;

                                                                                                                                                                                                                                                                         // Set the precision of segmentation method (optional)
                                                                                                                                                                                                                                                                         args.Precision = 1;

                                                                                                                                                                                                                                                                         // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                                         Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                                         exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                                         exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                                         // Use K-means clustering.
                                                                                                                                                                                                                                                                         // K-means clustering allows to split image into several independent clusters (segments).
                                                                                                                                                                                                                                                                         maskingOptions.Method = Masking.Options.SegmentationMethod.KMeans;
                                                                                                                                                                                                                                                                         maskingOptions.Decompose = true;
                                                                                                                                                                                                                                                                         maskingOptions.Args = args;

                                                                                                                                                                                                                                                                         // The backgroung color will be orange.
                                                                                                                                                                                                                                                                         maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                                         maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                                         // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                                         // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                                             for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                                             {
                                                                                                                                                                                                                                                                                 string outputFileName = string.Format("Blue hills.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                                                 using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                                                 {
                                                                                                                                                                                                                                                                                     resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                                                 }
                                                                                                                                                                                                                                                                             }
                                                                                                                                                                                                                                                                         }
                                                                                                                                                                                                                                                                     }

Sử dụng một mặt nạ segment để tăng tốc quá trình phân khúc

// Masking export options
                                                                    Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                    exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                    exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                    Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                    // Use GraphCut clustering.
                                                                    maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                    maskingOptions.Decompose = false;
                                                                    maskingOptions.Args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                    // The backgroung color will be transparent.
                                                                    maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Transparent;
                                                                    maskingOptions.ExportOptions = exportOptions;

                                                                    string dir = "c:\\temp\\";
                                                                    using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "BigImage.jpg"))
                                                                    {
                                                                        Aspose.Imaging.Size imageSize = image.Size;

                                                                        // Reducing image size to speed up the segmentation process
                                                                        image.ResizeHeightProportionally(600, Aspose.Imaging.ResizeType.HighQualityResample);

                                                                        // Create an instance of the ImageMasking class.
                                                                        Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                        // Divide the source image into several clusters (segments).
                                                                        using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                        {
                                                                            // Getting the foreground mask
                                                                            using (Aspose.Imaging.RasterImage foregroundMask = maskingResult[1].GetMask()) 
                                                                            {
                                                                                // Increase the size of the mask to the size of the original image
                                                                                foregroundMask.Resize(imageSize.Width, imageSize.Height, Aspose.Imaging.ResizeType.NearestNeighbourResample);

                                                                                // Applying the mask to the original image to obtain a foreground segment
                                                                                using (Aspose.Imaging.RasterImage originImage = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "BigImage.jpg"))
                                                                                {
                                                                                    Aspose.Imaging.Masking.ImageMasking.ApplyMask(originImage, foregroundMask, maskingOptions);
                                                                                    originImage.Save(dir + "BigImage_foreground.png", exportOptions);
                                                                                }
                                                                            }
                                                                        }
                                                                    }

Ví dụ này cho thấy làm thế nào để phân hủy một hình ảnh raster thành nhiều bức ảnh bằng cách sử dụng bộ mặt nạ hình dạng và một bàn tay. Image masking là một kỹ thuật xử lý ảnh được dùng để chia rẽ nền từ các đối tượng ảnh phía trước.

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                // Define a manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.GraphicsPath manualMask = new Aspose.Imaging.GraphicsPath();
                                                                                                                                                                                                                                                Aspose.Imaging.Figure figure = new Aspose.Imaging.Figure();
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.EllipseShape(new RectangleF(50, 50, 40, 40)));
                                                                                                                                                                                                                                                figure.AddShape(new Aspose.Imaging.Shapes.RectangleShape(new RectangleF(10, 20, 50, 30)));
                                                                                                                                                                                                                                                manualMask.AddFigure(figure);

                                                                                                                                                                                                                                                // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                // Set the manual mask.
                                                                                                                                                                                                                                                Aspose.Imaging.Masking.Options.ManualMaskingArgs args = new Aspose.Imaging.Masking.Options.ManualMaskingArgs();
                                                                                                                                                                                                                                                args.Mask = manualMask;

                                                                                                                                                                                                                                                using (RasterImage image = (RasterImage)Image.Load(dir + "Blue hills.png"))
                                                                                                                                                                                                                                                {
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                    // Use manual clustering algorithm.
                                                                                                                                                                                                                                                    maskingOptions.Method = Masking.Options.SegmentationMethod.Manual;

                                                                                                                                                                                                                                                    // All shapes making up a mask will be combined into one. 
                                                                                                                                                                                                                                                    maskingOptions.Decompose = false;
                                                                                                                                                                                                                                                    maskingOptions.Args = args;

                                                                                                                                                                                                                                                    // The backgroung color will be orange.
                                                                                                                                                                                                                                                    maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                    maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                    // The area of the source image that masking will be applied to.
                                                                                                                                                                                                                                                    maskingOptions.MaskingArea = new Rectangle(50, 50, 120, 120);

                                                                                                                                                                                                                                                    // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                    Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                    // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                    using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                    {
                                                                                                                                                                                                                                                        // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                        for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                        {
                                                                                                                                                                                                                                                            string outputFileName = string.Format("Blue hills.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                            using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                            {
                                                                                                                                                                                                                                                                resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                            }
                                                                                                                                                                                                                                                        }
                                                                                                                                                                                                                                                    }
                                                                                                                                                                                                                                                }

Ví dụ này cho thấy làm thế nào để xác định các đề xuất cho thuật toán che giấu hình ảnh để cải thiện độ chính xác của phương pháp phân khúc (clostering).

string dir = "c:\\temp\\";

                                                                                                                                                                                                                                                                     using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                                                                                                                                     {
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                                                                                                                                         // Suggestion #1.
                                                                                                                                                                                                                                                                         // Analyze the image visually and set the area of interest. The result of segmentation will include only objects that will be completely located within this area.
                                                                                                                                                                                                                                                                         args.ObjectsRectangles = new Rectangle[]
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             new Rectangle(86, 6, 270, 364),
                                                                                                                                                                                                                                                                         };

                                                                                                                                                                                                                                                                         // Suggestion #2.
                                                                                                                                                                                                                                                                         // Analyze the image visually and set the points that belong to separated objects.
                                                                                                                                                                                                                                                                         args.ObjectsPoints = new Point[][]
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             new Point[] { new Point(103, 326) },
                                                                                                                                                                                                                                                                             new Point[] { new Point(280, 43) },
                                                                                                                                                                                                                                                                             new Point[] { new Point(319, 86) },
                                                                                                                                                                                                                                                                         };

                                                                                                                                                                                                                                                                         // Each cluster (segment) will be stored to a separate PNG file.
                                                                                                                                                                                                                                                                         Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                                                                                                                                         exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                                                                                                                                         exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                                                                                                                                         // Use GraphCut clustering.
                                                                                                                                                                                                                                                                         maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                                                                                                                                                                                                                         maskingOptions.Decompose = false;
                                                                                                                                                                                                                                                                         maskingOptions.Args = args;

                                                                                                                                                                                                                                                                         // The backgroung color will be orange.
                                                                                                                                                                                                                                                                         maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                                                                                                                                         maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                                                                                                                                         // Create an instance of the ImageMasking class.
                                                                                                                                                                                                                                                                         Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                                                                                                                                         // Divide the source image into several clusters (segments).
                                                                                                                                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = masking.Decompose(maskingOptions))
                                                                                                                                                                                                                                                                         {
                                                                                                                                                                                                                                                                             // Obtain images from masking result and save them to PNG.
                                                                                                                                                                                                                                                                             for (int i = 0; i < maskingResult.Length; i++)
                                                                                                                                                                                                                                                                             {
                                                                                                                                                                                                                                                                                 string outputFileName = string.Format("Gorilla.Segment{0}.png", maskingResult[i].ObjectNumber);
                                                                                                                                                                                                                                                                                 using (Aspose.Imaging.Image resultImage = maskingResult[i].GetImage())
                                                                                                                                                                                                                                                                                 {
                                                                                                                                                                                                                                                                                     resultImage.Save(dir + outputFileName);
                                                                                                                                                                                                                                                                                 }
                                                                                                                                                                                                                                                                             }
                                                                                                                                                                                                                                                                         }
                                                                                                                                                                                                                                                                     }

Tiết kiệm phiên ẩn vào một tệp cho các phiên dài, cũng như khả năng khôi phục lại phiên trong môi trường khác.

string dir = "c:\\temp\\";
                                                                                                                                                 string sessionBackupFile = dir + "session.bak";

                                                                                                                                                 // Masking export options
                                                                                                                                                 Aspose.Imaging.ImageOptions.PngOptions exportOptions = new Aspose.Imaging.ImageOptions.PngOptions();
                                                                                                                                                 exportOptions.ColorType = Aspose.Imaging.FileFormats.Png.PngColorType.TruecolorWithAlpha;
                                                                                                                                                 exportOptions.Source = new Aspose.Imaging.Sources.StreamSource(new System.IO.MemoryStream());

                                                                                                                                                 Aspose.Imaging.Masking.Options.MaskingOptions maskingOptions = new Aspose.Imaging.Masking.Options.MaskingOptions();

                                                                                                                                                 // Use GraphCut clustering.
                                                                                                                                                 maskingOptions.Method = Masking.Options.SegmentationMethod.GraphCut;
                                                                                                                                                 maskingOptions.Decompose = false;
                                                                                                                                                 maskingOptions.Args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                 // The backgroung color will be orange.
                                                                                                                                                 maskingOptions.BackgroundReplacementColor = Aspose.Imaging.Color.Orange;
                                                                                                                                                 maskingOptions.ExportOptions = exportOptions;

                                                                                                                                                 // Starting a session for the first time and saving to a file
                                                                                                                                                 using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                 {
                                                                                                                                                     // Create an instance of the ImageMasking class.
                                                                                                                                                     Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                     using (Aspose.Imaging.Masking.IMaskingSession session = masking.CreateSession(maskingOptions))
                                                                                                                                                     {
                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = session.Decompose())
                                                                                                                                                         {
                                                                                                                                                             using (Aspose.Imaging.RasterImage segmentImage = maskingResult[1].GetImage())
                                                                                                                                                             {
                                                                                                                                                                 segmentImage.Save(dir + "step1.png");
                                                                                                                                                             }
                                                                                                                                                         }

                                                                                                                                                         session.Save(sessionBackupFile);
                                                                                                                                                     }
                                                                                                                                                 }

                                                                                                                                                 // Resuming a masking session from a file
                                                                                                                                                 using (Aspose.Imaging.RasterImage image = (Aspose.Imaging.RasterImage)Aspose.Imaging.Image.Load(dir + "Gorilla.bmp"))
                                                                                                                                                 {
                                                                                                                                                     // Create an instance of the ImageMasking class.
                                                                                                                                                     Aspose.Imaging.Masking.ImageMasking masking = new Aspose.Imaging.Masking.ImageMasking(image);

                                                                                                                                                     using (Aspose.Imaging.Masking.IMaskingSession session = masking.LoadSession(sessionBackupFile))
                                                                                                                                                     {
                                                                                                                                                         Aspose.Imaging.Masking.Options.AutoMaskingArgs args = new Aspose.Imaging.Masking.Options.AutoMaskingArgs();

                                                                                                                                                         // Analyze the image visually and set the points that belong to separated objects.
                                                                                                                                                         args.ObjectsPoints = new Point[][]
                                                                                                                                                                                      {
                                                                                                                                                                                          new Point[]
                                                                                                                                                                                              {
                                                                                                                                                                                                  new Point(0, 0), new Point(0, 1), new Point(1, 0),
                                                                                                                                                                                                  new Point(1, 1), new Point(2, 0), new Point(2, 1),
                                                                                                                                                                                                  new Point(3, 0), new Point(3, 1)
                                                                                                                                                                                              },
                                                                                                                                                                                      };
                                                                                                                                                         using (Aspose.Imaging.Masking.Result.MaskingResult maskingResult = session.ImproveDecomposition(args))
                                                                                                                                                         {
                                                                                                                                                             // Explicit transfer of export options, since it is not serializable
                                                                                                                                                             maskingResult.MaskingOptions.ExportOptions = exportOptions;

                                                                                                                                                             using (Aspose.Imaging.RasterImage segmentImage = maskingResult[1].GetImage())
                                                                                                                                                             {
                                                                                                                                                                 segmentImage.Save(dir + "step2.png");
                                                                                                                                                             }
                                                                                                                                                         }
                                                                                                                                                     }
                                                                                                                                                 }
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