private static void TestShapeTermsImpl(string testName, ShapeModel shapeModel, IEnumerable<VertexConstraints> vertexConstraints, IEnumerable<EdgeConstraints> edgeConstraints, Size imageSize)
{
ShapeConstraints constraintSet = ShapeConstraints.CreateFromConstraints(shapeModel.Structure, vertexConstraints, edgeConstraints);
// Get CPU results
Image2D<ObjectBackgroundTerm> shapeTermsCpu = new Image2D<ObjectBackgroundTerm>(imageSize.Width, imageSize.Height);
CpuShapeTermsLowerBoundCalculator calculatorCpu = new CpuShapeTermsLowerBoundCalculator();
calculatorCpu.CalculateShapeTerms(shapeModel, constraintSet, shapeTermsCpu);
Image2D.SaveToFile(shapeTermsCpu, -1000, 1000, String.Format("./{0}_cpu.png", testName));
// Get GPU results
Image2D<ObjectBackgroundTerm> shapeTermsGpu = new Image2D<ObjectBackgroundTerm>(imageSize.Width, imageSize.Height);
GpuShapeTermsLowerBoundCalculator calculatorGpu = new GpuShapeTermsLowerBoundCalculator();
calculatorGpu.CalculateShapeTerms(shapeModel, constraintSet, shapeTermsGpu);
Image2D.SaveToFile(shapeTermsGpu, -1000, 1000, String.Format("./{0}_gpu.png", testName));
// Compare with CPU results
for (int x = 0; x < imageSize.Width; ++x)
for (int y = 0; y < imageSize.Height; ++y)
{
Assert.AreEqual(shapeTermsCpu[x, y].ObjectTerm, shapeTermsGpu[x, y].ObjectTerm, 1e-2f);
Assert.AreEqual(shapeTermsCpu[x, y].BackgroundTerm, shapeTermsGpu[x, y].BackgroundTerm, 1e-2f);
}
}
private static void TestShapeTermsImpl(string testName, ShapeModel shapeModel, IEnumerable<VertexConstraints> vertexConstraints, IEnumerable<EdgeConstraints> edgeConstraints, Size imageSize)
{
ShapeConstraints constraintSet = ShapeConstraints.CreateFromConstraints(shapeModel.Structure, vertexConstraints, edgeConstraints);
// Get CPU results
Image2D<ObjectBackgroundTerm> shapeTermsCpu = new Image2D<ObjectBackgroundTerm>(imageSize.Width, imageSize.Height);
CpuShapeTermsLowerBoundCalculator calculatorCpu = new CpuShapeTermsLowerBoundCalculator();
calculatorCpu.CalculateShapeTerms(shapeModel, constraintSet, shapeTermsCpu);
Image2D.SaveToFile(shapeTermsCpu, -1000, 1000, String.Format("./{0}_cpu.png", testName));
// Get GPU results
Image2D<ObjectBackgroundTerm> shapeTermsGpu = new Image2D<ObjectBackgroundTerm>(imageSize.Width, imageSize.Height);
GpuShapeTermsLowerBoundCalculator calculatorGpu = new GpuShapeTermsLowerBoundCalculator();
calculatorGpu.CalculateShapeTerms(shapeModel, constraintSet, shapeTermsGpu);
Image2D.SaveToFile(shapeTermsGpu, -1000, 1000, String.Format("./{0}_gpu.png", testName));
// Compare with CPU results
for (int x = 0; x < imageSize.Width; ++x)
for (int y = 0; y < imageSize.Height; ++y)
{
Assert.AreEqual(shapeTermsCpu[x, y].ObjectTerm, shapeTermsGpu[x, y].ObjectTerm, 1e-2f);
Assert.AreEqual(shapeTermsCpu[x, y].BackgroundTerm, shapeTermsGpu[x, y].BackgroundTerm, 1e-2f);
}
}
