private void Erosion8(object sender, EventArgs e)
{
basicImageOpertions.ToGreyScale();
KernelOpperations kernelOpperations = new KernelOpperations((Bitmap)this.pctbImage.Image);
SetImageAndHist(kernelOpperations.Erosion(0, 1, 8));
}
private void Dialation4_Click(object sender, EventArgs e)
{
basicImageOpertions.ToGreyScale();
KernelOpperations kernelOpperations = new KernelOpperations((Bitmap)this.pctbImage.Image);
SetImageAndHist(kernelOpperations.Dilatation(0, 1, 4));
}
private void PerformBlur()
{
kernel = new KernelOpperations((Bitmap)this.pctbInput.Image);
if (chbIgnore.Checked == true)
{
outlierMethod = 1;
}
if (chbRehash.Checked == true)
{
outlierMethod = 0;
}
if (chbUseExisting.Checked == true)
{
outlierMethod = 0;
}
output = kernel.MedianFilter((int)this.nudNumOfRows.Value, (int)this.nudNumOfColumns.Value, outlierMethod);
pctbOutput.Image = output;
panelOutput.Refresh();
pctbOutput.Refresh();
}
private void PerformOpperation()
{
kernel = new KernelOpperations(orignal);
int[,] mask = new int[3, 3] {
{ (int)nud1.Value, (int)nud2.Value, (int)nud3.Value },
{ (int)nud4.Value, (int)nud5.Value, (int)nud6.Value },
{ (int)nud7.Value, (int)nud8.Value, (int)nud9.Value }
};
divisor = 0;
for (int i = 0; i < 3; i++)
{
for (int j = 0; j < 3; j++)
{
divisor += mask[i, j];
}
}
nudDivisor.Value = divisor;
if (chbIgnore.Checked == true)
{
outlierMethod = 1;
}
if (chbRehash.Checked == true)
{
outlierMethod = 0;
}
if (chbUseExisting.Checked == true)
{
outlierMethod = 0;
}
if (chbProportional.Checked == true)
{
type = 1;
}
if (chbTriValue.Checked == true)
{
type = 2;
}
if (chbCutDown.Checked == true)
{
type = 3;
}
output = kernel.LinearFilter(mask, type, outlierMethod);
pctbOutput.Image = output;
panelOutput.Refresh();
pctbOutput.Refresh();
}
private void cmbAngle_SelectedIndexChanged(object sender, EventArgs e)
{
KernelOpperations = new KernelOpperations((Bitmap)pctbInput.Image.Clone());
int angle = Int32.Parse(cmbAngle.SelectedItem.ToString());
output = KernelOpperations.LogicalFilter(angle);
this.pctbOutput.Image = output;
}
private void Opening4(object sender, EventArgs e)
{
basicImageOpertions.ToGreyScale();
KernelOpperations kernelOpperations = new KernelOpperations((Bitmap)this.pctbImage.Image);
this.pctbImage.Image = kernelOpperations.Dilatation(0, 1, 4);
kernelOpperations = new KernelOpperations((Bitmap)this.pctbImage.Image);
this.pctbImage.Image = kernelOpperations.Erosion(0, 1, 4);
SetImageAndHist((Bitmap)this.pctbImage.Image);
}
private void szkieletyzacjaToolStripMenuItem_Click(object sender, EventArgs e)
{
bool[][] t = KernelOpperations.Image2Bool(pctbImage.Image);
t = KernelOpperations.ZhangSuenThinning(t);
SetImageAndHist((Bitmap)KernelOpperations.Bool2Image(t));
}
public Bitmap MedianFilter(int m, int n, int outlierMethod)
{
int indexM = m - m / 2 - 1;
int indexN = n - n / 2 - 1;
Point[,] temp = new Point[m, n];
for (int i = -indexM; i <= indexM; i++)
{
for (int j = -indexN; j <= indexN; j++)
{
temp[i + indexM, j + indexN] = new Point(i, j);
}
}
byte[] pixels = new byte[m * n];
if (outlierMethod == 0)
{
indexM = 0;
indexN = 0;
}
try
{
this.bitmapData = BasicImageOpertions.BitmapToBitmapData(bmp);
this.secondaryBitmapData = BasicImageOpertions.BitmapToBitmapData(SecondaryBitmap);
unsafe // C# doesn't support pointer arithmetic
{
byte *PtrFirstPixelFirst = (byte *)bitmapData.Scan0; // Point to first pixel of first image
byte *PtrFirstPixelSecondary = (byte *)secondaryBitmapData.Scan0; // Point to first pixel of helper image
for (int y = indexN; y < heightInPixels - indexN; y++)
{
byte *currentLineOld = PtrFirstPixelFirst + (y * bitmapData.Stride);
byte *currentLineNew = PtrFirstPixelSecondary + (y * secondaryBitmapData.Stride);
for (int x = indexM * bytesPerPixel; x < widthInBytes - indexM * bytesPerPixel; x += bytesPerPixel)
{
int p = 0;
for (int k = 0; k < m; k++)
{
for (int l = 0; l < n; l++)
{
if (x + temp[k, l].X * bytesPerPixel >= 0 && x + temp[k, l].X * bytesPerPixel < widthInBytes && y + temp[k, l].Y >= 0 && y + temp[k, l].Y < heightInPixels)
{
byte *col = (byte *)(PtrFirstPixelFirst + ((y + temp[k, l].Y) * bitmapData.Stride) + x + temp[k, l].X * bytesPerPixel);
pixels[p] = *col;
++p;
}
}
}
Array.Sort(pixels);
byte finalColor = KernelOpperations.GetMedian(pixels);
currentLineNew[x] = (byte)finalColor;
currentLineNew[x + 1] = (byte)finalColor;
currentLineNew[x + 2] = (byte)finalColor;
}
}
}
bmp.UnlockBits(bitmapData);
SecondaryBitmap.UnlockBits(secondaryBitmapData);
}
catch
{
System.Windows.Forms.MessageBox.Show("Please select image first", "Error");
}
return(SecondaryBitmap);
}
private void PerformOpperation()
{
this.pctbInput.Image = orignal;
kernel = new KernelOpperations((Bitmap)this.pctbInput.Image);
//FillFiveByFiveMask();
FillMatrix();
if (chbIgnore.Checked == true)
{
outlierMethod = 1;
}
if (chbRehash.Checked == true)
{
outlierMethod = 0;
}
if (chbUseExisting.Checked == true)
{
outlierMethod = 0;
}
if (chbProportional.Checked == true)
{
type = 1;
}
if (chbTriValue.Checked == true)
{
type = 2;
}
if (chbCutDown.Checked == true)
{
type = 3;
}
//int divisor5x5 = 0;
//int divisor3x3_1 = 0;
//int divisor3x3_2 = 0;
//for (int i = 0; i < 5; i++)
// for (int j = 0; j < 5; j++)
// divisor5x5 += twoOpMask[i, j];
//for (int i = 0; i < 3; i++)
//{
// for (int j = 0; j < 3; j++)
// {
// divisor3x3_1 += maskHor[i, j];
// divisor3x3_2 += maskVer[i, j];
// }
//}
if (chbTwoMasks.Checked == true)
{
output = kernel.TwoMaskFilter(maskHor, maskVer, type, outlierMethod);
//Bitmap output1 = kernel.LinearFilter(maskHor, type, outlierMethod);
//kernel = new KernelOpperations(output1);
//output = kernel.LinearFilter(maskVer, type, outlierMethod);
}
else if (chbOneMask.Checked == true)
{
output = kernel.LinearFilter(twoOpMask, type, outlierMethod);
}
pctbOutput.Image = output;
panelOutput.Refresh();
pctbOutput.Refresh();
}
