// Copyright (c) Six Labors. // Licensed under the Six Labors Split License. using SixLabors.ImageSharp.PixelFormats; using SixLabors.ImageSharp.Processing; using SixLabors.ImageSharp.Processing.Processors.Convolution; using SixLabors.ImageSharp.Tests.TestUtilities.ImageComparison; // ReSharper disable InconsistentNaming namespace SixLabors.ImageSharp.Tests.Processing.Processors.Convolution; [Trait("Category", "Processors")] [GroupOutput("Convolution")] public class DetectEdgesTest { private static readonly ImageComparer OpaqueComparer = ImageComparer.TolerantPercentage(0.01F); private static readonly ImageComparer TransparentComparer = ImageComparer.TolerantPercentage(0.5F); public static readonly string[] TestImages = [Tests.TestImages.Png.Bike]; public const PixelTypes CommonNonDefaultPixelTypes = PixelTypes.Rgba32 | PixelTypes.Bgra32 | PixelTypes.RgbaVector; public static readonly TheoryData DetectEdgesFilters = new() { { KnownEdgeDetectorKernels.Laplacian3x3, nameof(KnownEdgeDetectorKernels.Laplacian3x3) }, { KnownEdgeDetectorKernels.Laplacian5x5, nameof(KnownEdgeDetectorKernels.Laplacian5x5) }, { KnownEdgeDetectorKernels.LaplacianOfGaussian, nameof(KnownEdgeDetectorKernels.LaplacianOfGaussian) }, }; public static readonly TheoryData DetectEdges2DFilters = new() { { KnownEdgeDetectorKernels.Kayyali, nameof(KnownEdgeDetectorKernels.Kayyali) }, { KnownEdgeDetectorKernels.Prewitt, nameof(KnownEdgeDetectorKernels.Prewitt) }, { KnownEdgeDetectorKernels.RobertsCross, nameof(KnownEdgeDetectorKernels.RobertsCross) }, { KnownEdgeDetectorKernels.Scharr, nameof(KnownEdgeDetectorKernels.Scharr) }, { KnownEdgeDetectorKernels.Sobel, nameof(KnownEdgeDetectorKernels.Sobel) }, }; public static readonly TheoryData DetectEdgesCompassFilters = new() { { KnownEdgeDetectorKernels.Kirsch, nameof(KnownEdgeDetectorKernels.Kirsch) }, { KnownEdgeDetectorKernels.Robinson, nameof(KnownEdgeDetectorKernels.Robinson) }, }; [Theory] [WithFileCollection(nameof(TestImages), PixelTypes.Rgba32)] public void DetectEdges_WorksOnWrappedMemoryImage(TestImageProvider provider) where TPixel : unmanaged, IPixel { provider.RunValidatingProcessorTestOnWrappedMemoryImage( ctx => { Size size = ctx.GetCurrentSize(); Rectangle bounds = new(10, 10, size.Width / 2, size.Height / 2); ctx.DetectEdges(bounds); }, comparer: OpaqueComparer, useReferenceOutputFrom: nameof(this.DetectEdges_InBox)); } [Theory] [WithTestPatternImages(nameof(DetectEdgesFilters), 100, 100, PixelTypes.Rgba32)] [WithFileCollection(nameof(TestImages), nameof(DetectEdgesFilters), PixelTypes.Rgba32)] public void DetectEdges_WorksWithAllFilters( TestImageProvider provider, EdgeDetectorKernel detector, string name) where TPixel : unmanaged, IPixel { bool hasAlpha = provider.SourceFileOrDescription.Contains("TestPattern"); ImageComparer comparer = hasAlpha ? TransparentComparer : OpaqueComparer; using (Image image = provider.GetImage()) { image.Mutate(x => x.DetectEdges(detector)); image.DebugSave(provider, name); image.CompareToReferenceOutput(comparer, provider, name); } } [Theory] [WithTestPatternImages(nameof(DetectEdges2DFilters), 100, 100, PixelTypes.Rgba32)] [WithFileCollection(nameof(TestImages), nameof(DetectEdges2DFilters), PixelTypes.Rgba32)] public void DetectEdges2D_WorksWithAllFilters( TestImageProvider provider, EdgeDetector2DKernel detector, string name) where TPixel : unmanaged, IPixel { bool hasAlpha = provider.SourceFileOrDescription.Contains("TestPattern"); ImageComparer comparer = hasAlpha ? TransparentComparer : OpaqueComparer; using (Image image = provider.GetImage()) { image.Mutate(x => x.DetectEdges(detector)); image.DebugSave(provider, name); image.CompareToReferenceOutput(comparer, provider, name); } } [Theory] [WithTestPatternImages(nameof(DetectEdgesCompassFilters), 100, 100, PixelTypes.Rgba32)] [WithFileCollection(nameof(TestImages), nameof(DetectEdgesCompassFilters), PixelTypes.Rgba32)] public void DetectEdgesCompass_WorksWithAllFilters( TestImageProvider provider, EdgeDetectorCompassKernel detector, string name) where TPixel : unmanaged, IPixel { bool hasAlpha = provider.SourceFileOrDescription.Contains("TestPattern"); ImageComparer comparer = hasAlpha ? TransparentComparer : OpaqueComparer; using (Image image = provider.GetImage()) { image.Mutate(x => x.DetectEdges(detector)); image.DebugSave(provider, name); image.CompareToReferenceOutput(comparer, provider, name); } } [Theory] [WithFileCollection(nameof(TestImages), CommonNonDefaultPixelTypes)] public void DetectEdges_IsNotBoundToSinglePixelType(TestImageProvider provider) where TPixel : unmanaged, IPixel { // James: // I think our comparison is not accurate enough (nor can be) for RgbaVector. // The image pixels are identical according to BeyondCompare. ImageComparer comparer = typeof(TPixel) == typeof(RgbaVector) ? ImageComparer.TolerantPercentage(1f) : OpaqueComparer; using (Image image = provider.GetImage()) { image.Mutate(x => x.DetectEdges()); image.DebugSave(provider); image.CompareToReferenceOutput(comparer, provider); } } [Theory] [WithFile(Tests.TestImages.Gif.Giphy, PixelTypes.Rgba32)] public void DetectEdges_IsAppliedToAllFrames(TestImageProvider provider) where TPixel : unmanaged, IPixel { using (Image image = provider.GetImage()) { image.Mutate(x => x.DetectEdges()); image.DebugSave(provider, extension: "gif"); } } [Theory] [WithFileCollection(nameof(TestImages), PixelTypes.Rgba32)] public void DetectEdges_InBox(TestImageProvider provider) where TPixel : unmanaged, IPixel { using (Image image = provider.GetImage()) { Rectangle bounds = new(10, 10, image.Width / 2, image.Height / 2); image.Mutate(x => x.DetectEdges(bounds)); image.DebugSave(provider); image.CompareToReferenceOutput(OpaqueComparer, provider); } } [Theory] [WithFile(Tests.TestImages.Png.Bike, nameof(DetectEdgesFilters), PixelTypes.Rgba32)] public void WorksWithDiscoBuffers( TestImageProvider provider, EdgeDetectorKernel detector, string _) where TPixel : unmanaged, IPixel { provider.RunBufferCapacityLimitProcessorTest( 41, c => c.DetectEdges(detector), detector); } [Theory] [WithFile(Tests.TestImages.Png.Bike, nameof(DetectEdges2DFilters), PixelTypes.Rgba32)] public void WorksWithDiscoBuffers2D( TestImageProvider provider, EdgeDetector2DKernel detector, string _) where TPixel : unmanaged, IPixel { provider.RunBufferCapacityLimitProcessorTest( 41, c => c.DetectEdges(detector), detector); } [Theory] [WithFile(Tests.TestImages.Png.Bike, nameof(DetectEdgesCompassFilters), PixelTypes.Rgba32)] public void WorksWithDiscoBuffersCompass( TestImageProvider provider, EdgeDetectorCompassKernel detector, string _) where TPixel : unmanaged, IPixel { provider.RunBufferCapacityLimitProcessorTest( 41, c => c.DetectEdges(detector), detector); } }