public Image <Bgr, byte> CleanSmudges()
{
ProgressManager.AddSteps(9);
SetColorProportions();
ProgressManager.DoStep();
Image <Bgr, byte> cleanedImage = _image.Copy();
using (Image <Gray, byte> grayImage = _image.Convert <Gray, byte>().Copy())
{
#region BritherRegions
using (Image <Gray, byte> bwGeneralMask = MorphologicalProcessing.GeneralBluredBinaryImage(_image))
{
ProgressManager.DoStep();
#region Blue
RepairColor(ref cleanedImage, grayImage, bwGeneralMask, BgrColor.Blue, BlueTone, CmpType.GreaterThan);
ProgressManager.DoStep();
#endregion Blue
#region Green
RepairColor(ref cleanedImage, grayImage, bwGeneralMask, BgrColor.Green, GreenTone, CmpType.GreaterThan);
ProgressManager.DoStep();
#endregion Green
#region Red
RepairColor(ref cleanedImage, grayImage, bwGeneralMask, BgrColor.Red, RedTone, CmpType.GreaterThan);
ProgressManager.DoStep();
#endregion Red
using (Image <Gray, byte> bwGeneralMaskNegativ = MorphologicalProcessing.GenerateBinaryImageNegative(bwGeneralMask))
{
ProgressManager.DoStep();
#region Blue
RepairColor(ref cleanedImage, grayImage, bwGeneralMaskNegativ, BgrColor.Blue, BlueTone, CmpType.LessThan);
ProgressManager.DoStep();
#endregion Blue
#region Green
RepairColor(ref cleanedImage, grayImage, bwGeneralMaskNegativ, BgrColor.Green, GreenTone, CmpType.LessThan);
ProgressManager.DoStep();
#endregion Green
#region Red
RepairColor(ref cleanedImage, grayImage, bwGeneralMaskNegativ, BgrColor.Red, RedTone, CmpType.LessThan);
ProgressManager.DoStep();
#endregion Red
}
}
#endregion BritherRegions
}
//cleanedImage = AligneColor(cleanedImage);
//CvInvoke.MedianBlur(cleanedImage.Image, cleanedImage.Image, 3);
return(cleanedImage);
}
private void RepairColor(ref Image <Bgr, byte> cleanedImage, Image <Gray, byte> grayImage, Image <Gray, byte> generalImageMask, BgrColor bgrColor, double colorTone, CmpType cmpType)
{
using (Image <Gray, byte> defectsMask = CreateMaskOfOverInappropriateColorProportions(grayImage, cleanedImage /*_image*/, colorTone, bgrColor, cmpType, _margin))
{
using (Image <Gray, byte> repairMask = generalImageMask.Mul(defectsMask))
{
Image <Bgr, byte> cleanedPatchImage = cleanedImage.CopyBlank();
cleanedPatchImage[0] = cleanedImage[(int)bgrColor].Mul(BlueTone * 3);
cleanedPatchImage[1] = cleanedImage[(int)bgrColor].Mul(GreenTone * 3);
cleanedPatchImage[2] = cleanedImage[(int)bgrColor].Mul(RedTone * 3);
cleanedImage = MorphologicalProcessing.CombineTwoImages(cleanedImage, cleanedPatchImage, repairMask);
}
}
}
private Image <Gray, byte> GetMaskOfDefects(int a1, int a2, int b1, int b2, Image <Gray, float> sourceImage)
{
ProgressManager.AddSteps(3);
using (Image <Gray, byte> cannyImg1 = sourceImage.Convert <Gray, byte>().Canny(a1, a2))
{
ProgressManager.DoStep();
using (Image <Gray, byte> cannyImg2 = sourceImage.Convert <Gray, byte>().Canny(b1, b2))
{
ProgressManager.DoStep();
using (Image <Gray, byte> cannyImg = cannyImg1.Add(cannyImg2))
{
ProgressManager.DoStep();
return(MorphologicalProcessing.Dilate(cannyImg, new Size(3, 3), 3));
}
}
}
}