// Copyright (c) Six Labors. // Licensed under the Apache License, Version 2.0. using SixLabors.ImageSharp.PixelFormats; using SixLabors.ImageSharp.Processing; using SixLabors.ImageSharp.Processing.Processors.Convolution; using SixLabors.ImageSharp.Tests.TestUtilities.ImageComparison; using Xunit; // ReSharper disable InconsistentNaming namespace SixLabors.ImageSharp.Tests.Processing.Processors.Convolution { [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 TheoryData { KnownEdgeDetectorKernels.Laplacian3x3, KnownEdgeDetectorKernels.Laplacian5x5, KnownEdgeDetectorKernels.LaplacianOfGaussian, }; public static readonly TheoryData DetectEdges2DFilters = new TheoryData { KnownEdgeDetectorKernels.Kayyali, KnownEdgeDetectorKernels.Prewitt, KnownEdgeDetectorKernels.RobertsCross, KnownEdgeDetectorKernels.Scharr, KnownEdgeDetectorKernels.Sobel }; public static readonly TheoryData DetectEdgesCompassFilters = new TheoryData { KnownEdgeDetectorKernels.Kirsch, 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(); var bounds = new Rectangle(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) 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, detector.ToString()); image.CompareToReferenceOutput(comparer, provider, detector.ToString()); } } [Theory] [WithTestPatternImages(nameof(DetectEdgesFilters), 100, 100, PixelTypes.Rgba32)] [WithFileCollection(nameof(TestImages), nameof(DetectEdges2DFilters), PixelTypes.Rgba32)] public void DetectEdges2D_WorksWithAllFilters(TestImageProvider provider, EdgeDetector2DKernel detector) 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, detector.ToString()); image.CompareToReferenceOutput(comparer, provider, detector.ToString()); } } [Theory] [WithTestPatternImages(nameof(DetectEdgesCompassFilters), 100, 100, PixelTypes.Rgba32)] [WithFileCollection(nameof(TestImages), nameof(DetectEdgesFilters), PixelTypes.Rgba32)] public void DetectEdgesCompass_WorksWithAllFilters(TestImageProvider provider, EdgeDetectorCompassKernel detector) 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, detector.ToString()); image.CompareToReferenceOutput(comparer, provider, detector.ToString()); } } [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()) { var bounds = new Rectangle(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) 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) 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) where TPixel : unmanaged, IPixel { provider.RunBufferCapacityLimitProcessorTest( 41, c => c.DetectEdges(detector), detector); } } }