using System;
using System.Numerics;
using System.Reflection;
using SixLabors.ImageSharp.PixelFormats;
using SixLabors.ImageSharp.Processing;
using SixLabors.ImageSharp.Processing.Transforms.Resamplers;
using SixLabors.Primitives;
using Xunit;
using Xunit.Abstractions;
// ReSharper disable InconsistentNaming
namespace SixLabors.ImageSharp.Tests.Processing.Transforms
{
using SixLabors.ImageSharp.Processing.Transforms;
using SixLabors.ImageSharp.Tests.TestUtilities.ImageComparison;
public class AffineTransformTests
{
private readonly ITestOutputHelper Output;
private static readonly ImageComparer ValidatorComparer = ImageComparer.TolerantPercentage(0.01f);
///
/// angleDeg, sx, sy, tx, ty
///
public static readonly TheoryData TransformValues
= new TheoryData
{
{ 0, 1, 1, 0, 0 },
{ 50, 1, 1, 0, 0 },
{ 0, 1, 1, 20, 10 },
{ 50, 1, 1, 20, 10 },
{ 0, 1, 1, -20, -10 },
{ 50, 1, 1, -20, -10 },
{ 50, 1.5f, 1.5f, 0, 0 },
{ 50, 1.1F, 1.3F, 30, -20 },
{ 0, 2f, 1f, 0, 0 },
{ 0, 1f, 2f, 0, 0 },
};
public static readonly TheoryData ResamplerNames =
new TheoryData
{
nameof(KnownResamplers.Bicubic),
nameof(KnownResamplers.Box),
nameof(KnownResamplers.CatmullRom),
nameof(KnownResamplers.Hermite),
nameof(KnownResamplers.Lanczos2),
nameof(KnownResamplers.Lanczos3),
nameof(KnownResamplers.Lanczos5),
nameof(KnownResamplers.Lanczos8),
nameof(KnownResamplers.MitchellNetravali),
nameof(KnownResamplers.NearestNeighbor),
nameof(KnownResamplers.Robidoux),
nameof(KnownResamplers.RobidouxSharp),
nameof(KnownResamplers.Spline),
nameof(KnownResamplers.Triangle),
nameof(KnownResamplers.Welch),
};
public static readonly TheoryData Transform_DoesNotCreateEdgeArtifacts_ResamplerNames =
new TheoryData
{
nameof(KnownResamplers.NearestNeighbor),
nameof(KnownResamplers.Triangle),
nameof(KnownResamplers.Bicubic),
nameof(KnownResamplers.Lanczos8),
};
public AffineTransformTests(ITestOutputHelper output)
{
this.Output = output;
}
///
/// The output of an "all white" image should be "all white" or transparent, regardless of the transformation and the resampler.
///
[Theory]
[WithSolidFilledImages(nameof(Transform_DoesNotCreateEdgeArtifacts_ResamplerNames), 5, 5, 255, 255, 255, 255, PixelTypes.Rgba32)]
public void Transform_DoesNotCreateEdgeArtifacts(TestImageProvider provider, string resamplerName)
where TPixel : struct, IPixel
{
IResampler resampler = GetResampler(resamplerName);
using (Image image = provider.GetImage())
{
var rotate = Matrix3x2.CreateRotation((float)Math.PI / 4F, new Vector2(5 / 2F, 5 / 2F));
var translate = Matrix3x2.CreateTranslation((7 - 5) / 2F, (7 - 5) / 2F);
Rectangle sourceRectangle = image.Bounds();
Matrix3x2 matrix = rotate * translate;
Rectangle destRectangle = TransformHelpers.GetTransformedBoundingRectangle(sourceRectangle, matrix);
image.Mutate(c => c.Transform(matrix, resampler, destRectangle));
image.DebugSave(provider, resamplerName);
VerifyAllPixelsAreWhiteOrTransparent(image);
}
}
[Theory]
[WithTestPatternImages(nameof(TransformValues), 100, 50, PixelTypes.Rgba32)]
public void Transform_RotateScaleTranslate(
TestImageProvider provider,
float angleDeg,
float sx, float sy,
float tx, float ty)
where TPixel : struct, IPixel
{
using (Image image = provider.GetImage())
{
Matrix3x2 rotate = Matrix3x2Extensions.CreateRotationDegrees(angleDeg);
var translate = Matrix3x2.CreateTranslation(tx, ty);
var scale = Matrix3x2.CreateScale(sx, sy);
Matrix3x2 m = rotate * scale * translate;
this.PrintMatrix(m);
image.Mutate(i => i.Transform(m, KnownResamplers.Bicubic));
string testOutputDetails = $"R({angleDeg})_S({sx},{sy})_T({tx},{ty})";
image.DebugSave(provider, testOutputDetails);
image.CompareToReferenceOutput(ValidatorComparer, provider, testOutputDetails);
}
}
[Theory]
[WithTestPatternImages(96, 96, PixelTypes.Rgba32, 50, 0.8f)]
public void Transform_RotateScale_ManuallyCentered(TestImageProvider provider, float angleDeg, float s)
where TPixel : struct, IPixel
{
using (Image image = provider.GetImage())
{
Matrix3x2 m = this.MakeManuallyCenteredMatrix(angleDeg, s, image);
image.Mutate(i => i.Transform(m, KnownResamplers.Bicubic));
string testOutputDetails = $"R({angleDeg})_S({s})";
image.DebugSave(provider, testOutputDetails);
image.CompareToReferenceOutput(ValidatorComparer, provider, testOutputDetails);
}
}
public static readonly TheoryData Transform_IntoRectangle_Data =
new TheoryData
{
{ 0, 0, 10, 10 },
{ 0, 0, 5, 10 },
{ 0, 0, 10, 5 },
{ 5, 0, 5, 10 },
{-5,-5, 20, 20 }
};
///
/// Testing transforms using custom source rectangles:
/// https://github.com/SixLabors/ImageSharp/pull/386#issuecomment-357104963
///
[Theory]
[WithTestPatternImages(96, 48, PixelTypes.Rgba32)]
public void Transform_FromSourceRectangle1(TestImageProvider provider)
where TPixel : struct, IPixel
{
var rectangle = new Rectangle(48, 0, 96, 36);
using (Image image = provider.GetImage())
{
var m = Matrix3x2.CreateScale(2.0F, 1.5F);
image.Mutate(i => i.Transform(m, KnownResamplers.Spline, rectangle));
image.DebugSave(provider);
image.CompareToReferenceOutput(ValidatorComparer, provider);
}
}
[Theory]
[WithTestPatternImages(96, 48, PixelTypes.Rgba32)]
public void Transform_FromSourceRectangle2(TestImageProvider provider)
where TPixel : struct, IPixel
{
var rectangle = new Rectangle(0, 24, 48, 48);
using (Image image = provider.GetImage())
{
var m = Matrix3x2.CreateScale(1.0F, 2.0F);
image.Mutate(i => i.Transform(m, KnownResamplers.Spline, rectangle));
image.DebugSave(provider);
image.CompareToReferenceOutput(ValidatorComparer, provider);
}
}
[Theory]
[WithTestPatternImages(nameof(ResamplerNames), 150, 150, PixelTypes.Rgba32)]
public void Transform_WithSampler(TestImageProvider provider, string resamplerName)
where TPixel : struct, IPixel
{
IResampler sampler = GetResampler(resamplerName);
using (Image image = provider.GetImage())
{
Matrix3x2 m = this.MakeManuallyCenteredMatrix(50, 0.6f, image);
image.Mutate(i =>
{
i.Transform(m, sampler);
});
image.DebugSave(provider, resamplerName);
image.CompareToReferenceOutput(ValidatorComparer, provider, resamplerName);
}
}
private Matrix3x2 MakeManuallyCenteredMatrix(float angleDeg, float s, Image image)
where TPixel : struct, IPixel
{
Matrix3x2 rotate = Matrix3x2Extensions.CreateRotationDegrees(angleDeg);
Vector2 toCenter = 0.5f * new Vector2(image.Width, image.Height);
var translate = Matrix3x2.CreateTranslation(-toCenter);
var translateBack = Matrix3x2.CreateTranslation(toCenter);
var scale = Matrix3x2.CreateScale(s);
Matrix3x2 m = translate * rotate * scale * translateBack;
this.PrintMatrix(m);
return m;
}
private static IResampler GetResampler(string name)
{
PropertyInfo property = typeof(KnownResamplers).GetTypeInfo().GetProperty(name);
if (property == null)
{
throw new Exception("Invalid property name!");
}
return (IResampler)property.GetValue(null);
}
private static void VerifyAllPixelsAreWhiteOrTransparent(Image image)
where TPixel : struct, IPixel
{
var data = new TPixel[image.Width * image.Height];
image.Frames.RootFrame.SavePixelData(data);
var rgba = default(Rgba32);
var white = new Rgb24(255, 255, 255);
foreach (TPixel pixel in data)
{
pixel.ToRgba32(ref rgba);
if (rgba.A == 0) continue;
Assert.Equal(white, rgba.Rgb);
}
}
private void PrintMatrix(Matrix3x2 a)
{
string s = $"{a.M11:F10},{a.M12:F10},{a.M21:F10},{a.M22:F10},{a.M31:F10},{a.M32:F10}";
this.Output.WriteLine(s);
}
}
}