/// <inheritdoc />
protected override void OnFrameApply(ImageFrame <TPixel> source)
{
DenseMatrix <float>[] kernels = this.Kernels.Flatten();
var interest = Rectangle.Intersect(this.SourceRectangle, source.Bounds());
// We need a clean copy for each pass to start from
using ImageFrame <TPixel> cleanCopy = source.Clone();
using (var processor = new ConvolutionProcessor <TPixel>(this.Configuration, kernels[0], true, this.Source, interest))
{
processor.Apply(source);
}
if (kernels.Length == 1)
{
return;
}
// Additional runs
for (int i = 1; i < kernels.Length; i++)
{
using ImageFrame <TPixel> pass = cleanCopy.Clone();
using (var processor = new ConvolutionProcessor <TPixel>(this.Configuration, kernels[i], true, this.Source, interest))
{
processor.Apply(pass);
}
var operation = new RowOperation(source.PixelBuffer, pass.PixelBuffer, interest);
ParallelRowIterator.IterateRows(
this.Configuration,
interest,
in operation);
}
}
/// <inheritdoc />
protected override void OnFrameApply(ImageFrame <TPixel> source)
{
DenseMatrix <float>[] kernels = this.Kernels.Flatten();
int startY = this.SourceRectangle.Y;
int endY = this.SourceRectangle.Bottom;
int startX = this.SourceRectangle.X;
int endX = this.SourceRectangle.Right;
// Align start/end positions.
int minX = Math.Max(0, startX);
int maxX = Math.Min(source.Width, endX);
int minY = Math.Max(0, startY);
int maxY = Math.Min(source.Height, endY);
// we need a clean copy for each pass to start from
using (ImageFrame <TPixel> cleanCopy = source.Clone())
{
using (var processor = new ConvolutionProcessor <TPixel>(this.Configuration, kernels[0], true, this.Source, this.SourceRectangle))
{
processor.Apply(source);
}
if (kernels.Length == 1)
{
return;
}
int shiftY = startY;
int shiftX = startX;
// Reset offset if necessary.
if (minX > 0)
{
shiftX = 0;
}
if (minY > 0)
{
shiftY = 0;
}
var workingRect = Rectangle.FromLTRB(minX, minY, maxX, maxY);
// Additional runs.
// ReSharper disable once ForCanBeConvertedToForeach
for (int i = 1; i < kernels.Length; i++)
{
using (ImageFrame <TPixel> pass = cleanCopy.Clone())
{
using (var processor = new ConvolutionProcessor <TPixel>(this.Configuration, kernels[i], true, this.Source, this.SourceRectangle))
{
processor.Apply(pass);
}
Buffer2D <TPixel> passPixels = pass.PixelBuffer;
Buffer2D <TPixel> targetPixels = source.PixelBuffer;
ParallelHelper.IterateRows(
workingRect,
this.Configuration,
rows =>
{
for (int y = rows.Min; y < rows.Max; y++)
{
int offsetY = y - shiftY;
ref TPixel passPixelsBase = ref MemoryMarshal.GetReference(passPixels.GetRowSpan(offsetY));
ref TPixel targetPixelsBase = ref MemoryMarshal.GetReference(targetPixels.GetRowSpan(offsetY));
for (int x = minX; x < maxX; x++)
{
int offsetX = x - shiftX;
// Grab the max components of the two pixels
ref TPixel currentPassPixel = ref Unsafe.Add(ref passPixelsBase, offsetX);
ref TPixel currentTargetPixel = ref Unsafe.Add(ref targetPixelsBase, offsetX);
var pixelValue = Vector4.Max(
currentPassPixel.ToVector4(),
currentTargetPixel.ToVector4());
currentTargetPixel.FromVector4(pixelValue);
}
}
});