/// <summary>
/// Img to PepperSalt
/// </summary>
public Bitmap PepperSalt(Bitmap Img, int Ratio)
{
var ImgIn = new ImgInitial(Img);
Random rnd = new Random();
var PixelChange = new Byte();
for (int counter = 0; counter < ImgIn.rgbValues.Length - 1; counter += 3)
{
int Total = rnd.Next(0, 100 / Ratio);
int PepperSalt = rnd.Next(0, 2);
if (Total == 1)
{
if (PepperSalt == 0)
{
PixelChange = 255;
}
else if (PepperSalt == 1)
{
PixelChange = 0;
}
}
else
{
PixelChange = ImgIn.rgbValues[counter];
}
ImgIn.rgbValues[counter] = PixelChange;
ImgIn.rgbValues[counter + 1] = PixelChange;
ImgIn.rgbValues[counter + 2] = PixelChange;
}
Img = ImgIn.ImgChange();
return(Img);
}
/// <summary>
/// UnSharpMasking (Img=原圖,Threshold=銳化選擇 ,Amount=銳化強度 ,
/// HSMaxPixel1,HSMinPixel1=選取欲銳化像素範圍 ,HSMaxPixel1,HSMinPixel1=選取輸出像素範圍 ,
/// LowPassMask=LowPass遮罩範圍)
/// </summary>
public Bitmap UnSharpMasking(Bitmap Img, int Threshold = 0, double Amount = 1,
byte HSMaxPixel1 = 255, byte HSMinPixel1 = 0, byte HSMaxPixel2 = 255, byte HSMinPixel2 = 0,
int LowPassMask = 3)
{
var ImgIn = new ImgInitial(Img);
Bitmap Img2;
Img2 = ImgIn.Copy(Img);
Img2 = LowPassFilter(Img2, LowPassMask);
Img2 = HistogramProcessing(Img2, HSMaxPixel1, HSMinPixel1, Constants.HS);
var ImgIn2 = new ImgInitial(Img2);
for (int counter = 0; counter < ImgIn.rgbValues.Length - 1; counter += 3)
{
var ChangeValue = ImgIn.rgbValues[counter] - ImgIn2.rgbValues[counter];
if (ChangeValue < Threshold)
{
continue;
}
var PixelChange = ChangeValue * Amount + ImgIn.rgbValues[counter];
PixelChange = PixelChange > 255 ? 255 : PixelChange < 0 ? 0 : PixelChange;
ImgIn.rgbValues[counter] = (byte)PixelChange;
ImgIn.rgbValues[counter + 1] = (byte)PixelChange;
ImgIn.rgbValues[counter + 2] = (byte)PixelChange;
}
Img = ImgIn.ImgChange();
Img = HistogramProcessing(Img, HSMaxPixel2, HSMinPixel2, Constants.HS);
return(Img);
}
/// <summary>
/// LassPass Filter
/// </summary>
public Bitmap LowPassFilter(Bitmap Img, int Mask = 3)
{
var ImgIn = new ImgInitial(Img);
Bitmap Img2 = ImgIn.Copy(Img);
var ImgIn2 = new ImgInitial(Img2);
var Block = Mask / 2;
for (int counter = 0; counter < ImgIn.rgbValues.Length - 1; counter += 3)
{
int PixelChange = 0;
for (int x = -Block; x <= Block; x++)
{
for (int y = -Block; y <= Block; y++)
{
int Range = counter + y * (Img.Width * 3) + x * 3;
if (Range > (ImgIn.ImgPixelsSize - 1))
{
Range = (ImgIn.ImgPixelsSize - 1) * 2 - Range;
}
PixelChange = PixelChange + (int)ImgIn.rgbValues[Math.Abs(Range)];
}
}
PixelChange = PixelChange / Mask / Mask;
ImgIn2.rgbValues[counter] = (byte)PixelChange;
ImgIn2.rgbValues[counter + 1] = (byte)PixelChange;
ImgIn2.rgbValues[counter + 2] = (byte)PixelChange;
}
Img2 = ImgIn2.ImgChange();
return(Img2);
}
/// <summary>
/// Histogram PixelsArray
/// </summary>
public long[] Histogram(Bitmap Img)
{
var ImgIn = new ImgInitial(Img);
var PixelArray = new long[258];
int ImgMaxPixel = 0, ImgMinPixel = 255;
for (int i = 0; i < PixelArray.Length; i++)
{
PixelArray[i] = 0;
}
for (int counter = 0; counter < ImgIn.rgbValues.Length; counter += 3)
{
if (ImgIn.rgbValues[counter] > ImgMaxPixel)
{
ImgMaxPixel = ImgIn.rgbValues[counter];
}
if (ImgIn.rgbValues[counter] < ImgMinPixel)
{
ImgMinPixel = ImgIn.rgbValues[counter];
}
PixelArray[ImgIn.rgbValues[counter]]++;
}
PixelArray[256] = ImgMaxPixel;
PixelArray[257] = ImgMinPixel;
return(PixelArray);
}
/// <summary>
/// Binary
/// </summary>
public Bitmap Binary(Bitmap Img, byte Threshold)
{
var ImgIn = new ImgInitial(Img);
for (int counter = 0; counter < ImgIn.rgbValues.Length - 1; counter += 3)
{
var PixelChange = ImgIn.rgbValues[counter] > Threshold ? 255 : 0;
ImgIn.rgbValues[counter] = (byte)PixelChange;
ImgIn.rgbValues[counter + 1] = (byte)PixelChange;
ImgIn.rgbValues[counter + 2] = (byte)PixelChange;
}
Img = ImgIn.ImgChange();
return(Img);
}
/// <summary>
/// Img to Gray
/// </summary>
public Bitmap gary(Bitmap Img)
{
var ImgIn = new ImgInitial(Img);
for (int counter = 0; counter < ImgIn.rgbValues.Length - 1; counter += 3)
{
int g = ((ImgIn.rgbValues[counter] + ImgIn.rgbValues[counter + 1] + ImgIn.rgbValues[counter + 2]) / 3);
ImgIn.rgbValues[counter] = (Byte)g;
ImgIn.rgbValues[counter + 1] = (Byte)g;
ImgIn.rgbValues[counter + 2] = (Byte)g;
}
Img = ImgIn.ImgChange();
return(Img);
}
/// <summary>
/// Sobel
/// </summary>
public Bitmap Sobel(Bitmap Img)
{
var ImgIn = new ImgInitial(Img);
Bitmap Img2;
Img2 = ImgIn.Copy(Img);
var ImgIn2 = new ImgInitial(Img2);
for (int counter = 0; counter < ImgIn.rgbValues.Length - 1; counter += 3)
{
int SobelGx = 0, SobelGy = 0;
for (int x = -1; x <= 1; x++)
{
for (int y = -1; y <= 1; y += 2)
{
int RangeGx = counter + y * ((ImgIn.ImgPixelsSize - 1) / Img.Height) + x * 3;
int RangeGy = counter + x * ((ImgIn.ImgPixelsSize - 1) / Img.Height) + y * 3;
if (x == 0)
{
RangeGx *= 2; RangeGy *= 2;
}
if (RangeGx > ImgIn.rgbValues.Length - 1 || RangeGx < 0)
{
break;
}
if (RangeGy > ImgIn.rgbValues.Length - 1 || RangeGx < 0)
{
break;
}
SobelGx = SobelGx + x * ImgIn.rgbValues[RangeGx];
SobelGy = SobelGy + x * ImgIn.rgbValues[RangeGy];
}
}
var PixelChange = Math.Abs(SobelGx) + Math.Abs(SobelGy);
PixelChange = PixelChange > 255 ? 255 : PixelChange < 0 ? 0 : PixelChange;
ImgIn2.rgbValues[counter] = (byte)PixelChange;
ImgIn2.rgbValues[counter + 1] = (byte)PixelChange;
ImgIn2.rgbValues[counter + 2] = (byte)PixelChange;
}
Img2 = ImgIn2.ImgChange();
return(Img2);
}
/// <summary>
/// Img to HistogramPricessing "HE" or "HS"
/// </summary>
public Bitmap HistogramProcessing(Bitmap Img, int MaxPixel = 255, int MinPixel = 0, int SelectProcessing = 2)
{
var ImgIn = new ImgInitial(Img);
var PixelArray = Histogram(Img);
var ImgMaxPixel = PixelArray[256];
var ImgMinPixel = PixelArray[257];
double PixelChange;
for (int counter = 0; counter < PixelArray.Length - 3; counter++)
{
PixelArray[counter + 1] += PixelArray[counter];
}
long CdfMin = PixelArray[ImgMinPixel];
long CdfMax = PixelArray[ImgMaxPixel];
for (int counter = 0; counter < ImgIn.rgbValues.Length - 1; counter += 3)
{
if (SelectProcessing == Constants.HS)
{
PixelChange = (double)((ImgIn.rgbValues[counter] - ImgMinPixel) / (double)(ImgMaxPixel - ImgMinPixel)) * (MaxPixel - MinPixel) + MinPixel;
}
else if (SelectProcessing == Constants.HE)
{
PixelChange = (double)((PixelArray[ImgIn.rgbValues[counter]] - CdfMin) / (double)(CdfMax - CdfMin)) * (MaxPixel - MinPixel) + MinPixel;
}
else
{
break;
}
ImgIn.rgbValues[counter] = (byte)PixelChange;
ImgIn.rgbValues[counter + 1] = (byte)PixelChange;
ImgIn.rgbValues[counter + 2] = (byte)PixelChange;
}
Img = ImgIn.ImgChange();
return(Img);
}
/// <summary>
/// HoughTransform
/// </summary>
public Bitmap HoughTransform(Bitmap Img, byte BinaryThreshold)
{
var ImgIn = new ImgInitial(Img);
var Img2 = ImgIn.Copy(Img);
Img2 = Sobel(Img2);
Img2 = Binary(Img2, BinaryThreshold);
var ImgIn2 = new ImgInitial(Img2);
List <List <int> > Point = new List <List <int> >();
for (int counter = 0; counter < ImgIn2.rgbValues.Length - 1; counter += 3)
{
List <int> LinePoint = new List <int>();
if (ImgIn2.rgbValues[counter] != 255)
{
continue;
}
for (int Angle = 0; Angle < 180; Angle++)
{
var ChangeX = Math.Cos(Angle);
var ChangeY = Math.Sin(Angle);
int TotalPoint = 0;
bool e1 = false, e2 = false;
while (true)
{
var CounterChange = ChangeX * 3 + ChangeY * Img2.Width * 3;
if ((counter / Img2.Height + ChangeX * 3) < Img2.Width * 3 && (counter / Img2.Height + ChangeX * 3) > 0 && (counter + ChangeY * Img2.Width * 3) > 0)
{
if (ImgIn2.rgbValues[counter + (int)CounterChange] == 255)
{
TotalPoint++;
}
}
else
{
e1 = true;
}
if ((counter / Img2.Height - ChangeX * 3) < Img2.Width * 3 && (counter / Img2.Height - ChangeX * 3) > 0 && (counter + ChangeY * Img2.Width * 3) < ImgIn2.rgbValues.Length - 1)
{
if (ImgIn2.rgbValues[counter - (int)CounterChange] == 255)
{
TotalPoint++;
}
}
else
{
e2 = true;
}
if (e1 == true && e2 == true)
{
break;
}
}
if (TotalPoint > 100)
{
LinePoint.Add(counter);
}
}
if (LinePoint != null)
{
Point.Add(LinePoint);
}
}
Img2 = ImgIn2.ImgChange();
return(Img2);
}