public void GaussNoise()
{
var originalpicture = new Bitmap(Program.f1.pictureBox1.Image);
BufferedBitmap original = new BufferedBitmap(originalpicture);
original.Lock();
int width = original.Width;
int height = original.Height;
Bitmap rendered = new Bitmap(width, height);
double z = 127;
double O2 = 2 * trackBar1.Value;
double O = 1 / (Math.Sqrt(Math.PI * O2));
double p = 0;
int pixel;
for (int i = 0; i < width; i++)
{
for (int j = 0; j < height; j++)
{
pixel = original.GetPixel(i, j).R;
p = O * Math.Exp(-Math.Pow(pixel - z, 2) / O2);
if (p != 0)
{
pixel = Random(p, pixel);
}
Color newColor = Color.FromArgb(pixel, pixel, pixel);
rendered.SetPixel(i, j, newColor);
}
}
original.Unlock();
Program.f1.pictureBox2.Image = rendered;
}
public void ExpNoise()
{
var originalpicture = new Bitmap(Program.f1.pictureBox1.Image);
BufferedBitmap original = new BufferedBitmap(originalpicture);
original.Lock();
int width = original.Width;
int height = original.Height;
Bitmap rendered = new Bitmap(width, height);
double a = trackBar1.Value;
int pixel;
double p = 0;
for (int x = 0; x < width; x++)
{
for (int y = 0; y < height; y++)
{
pixel = original.GetPixel(x, y).R;
p = a * Math.Exp(-a * pixel);
if (p != 0)
{
pixel = Random(p, pixel);
}
Color newColor = Color.FromArgb(pixel, pixel, pixel);
rendered.SetPixel(x, y, newColor);
}
}
original.Unlock();
Program.f1.pictureBox2.Image = rendered;
}
public void ReleyNoise()
{
var originalpicture = new Bitmap(Program.f1.pictureBox1.Image);
BufferedBitmap original = new BufferedBitmap(originalpicture);
original.Lock();
int width = original.Width;
int height = original.Height;
Bitmap rendered = new Bitmap(width, height);
double a = trackBar1.Value;
double b1 = 2 / (double)trackBar2.Value;
double b2 = trackBar2.Value;
int pixel;
double p = 0;
for (int x = 0; x < width; x++)
{
for (int y = 0; y < height; y++)
{
pixel = original.GetPixel(x, y).R;
if (pixel >= a)
{
p = b1 * (pixel - a) * Math.Exp(-Math.Pow((pixel - a), 2) / b2);
pixel = Random(p, pixel, 255);
}
Color newColor = Color.FromArgb(pixel, pixel, pixel);
rendered.SetPixel(x, y, newColor);
}
}
original.Unlock();
Program.f1.pictureBox2.Image = rendered;
}
public void UniformNoise()
{
var originalpicture = new Bitmap(Program.f1.pictureBox1.Image);
BufferedBitmap original = new BufferedBitmap(originalpicture);
original.Lock();
int width = original.Width;
int height = original.Height;
Bitmap rendered = new Bitmap(width, height);
double ab = 1 / (double)(trackBar2.Value - trackBar1.Value);
int a = trackBar1.Value;
int b = trackBar2.Value;
int pixel;
double p = 0;
for (int x = 0; x < width; x++)
{
for (int y = 0; y < height; y++)
{
pixel = original.GetPixel(x, y).R;
if (pixel >= a && pixel <= b)
{
p = ab;
pixel = Random(p, pixel, 255);
}
Color newColor = Color.FromArgb(pixel, pixel, pixel);
rendered.SetPixel(x, y, newColor);
}
}
original.Unlock();
Program.f1.pictureBox2.Image = rendered;
}
public void ImpulsNoise()
{
var originalpicture = new Bitmap(Program.f1.pictureBox1.Image);
BufferedBitmap original = new BufferedBitmap(originalpicture);
original.Lock();
int width = original.Width;
int height = original.Height;
Bitmap rendered = new Bitmap(width, height);
int a = trackBar1.Value;
int b = trackBar2.Value;
double Pa = (double)trackBar3.Value / 100;
double p = 0;
int pixel;
int change = 0;
for (int x = 0; x < width; x++)
{
for (int y = 0; y < height; y++)
{
pixel = original.GetPixel(x, y).R;
if (pixel == a)
{
p = Pa;
Random r = new Random(Guid.NewGuid().GetHashCode());
if (r.Next(0, 100) > 50)
{
change = 255;
}
else
{
change = 0;
}
pixel = Random(p, pixel, change);
}
else if (pixel == b)
{
p = 1 - Pa;
Random r = new Random(Guid.NewGuid().GetHashCode());
if (r.Next(0, 100) > 50)
{
change = 255;
}
else
{
change = 0;
}
pixel = Random(p, pixel, change);
}
Color newColor = Color.FromArgb(pixel, pixel, pixel);
rendered.SetPixel(x, y, newColor);
}
}
original.Unlock();
Program.f1.pictureBox2.Image = rendered;
}
public Bitmap poryadStat(ref Bitmap original, int size, int choose)
{
BufferedBitmap Origin = new BufferedBitmap(original);
int N = (size - 1) / 2;
int k = 0;
int C = 0;
int[] histogram = new int[256];
Bitmap renderedImage = new Bitmap(original.Width, original.Height);
for (int x = N; x < original.Width - N; x++)
{
for (int y = N; y < original.Height - N; y++)
{
for (int i = x - N; i <= x + N; i++)
{
for (int j = y - N; j <= y + N; j++)
{
var pixel = Origin.GetPixel(i, j);
histogram[pixel.R]++;
}
}
for (int i = 0; i <= 255; i++)
{
k += histogram[i];
if (k > (size * size / 2) && choose == 1)
{
C = i;
break;
}
if (k > 0 && choose == 2)
{
C = i;
break;
}
if (k == size * size && choose == 3)
{
C = i;
break;
}
}
Color newColor = Color.FromArgb(C, C, C);
renderedImage.SetPixel(x, y, newColor);
histogram = new int[256];
k = 0;
}
}
return(renderedImage);
}
public Bitmap smoothing(ref Bitmap original, int size, double[,] mask)
{
double sumMask = 0;
for (int i = 0; i < size; i++)
{
for (int j = 0; j < size; j++)
{
sumMask += mask[i, j];
}
}
int N = (size - 1) / 2;
int C = 0;
int m = 0;
int n = 0;
BufferedBitmap Origin = new BufferedBitmap(original);
Origin.Lock();
Bitmap renderedImage = new Bitmap(original.Width, original.Height);
for (int x = N; x < original.Width - N; x++)
{
for (int y = N; y < original.Height - N; y++)
{
for (int i = x - N; i <= x + N; i++)
{
for (int j = y - N; j <= y + N; j++)
{
var pixel = Origin.GetPixel(i, j);
C += (int)(pixel.R * mask[m, n]);
n++;
}
m++;
n = 0;
}
C = (int)(Math.Round(C / sumMask));
Color newColor = Color.FromArgb(C, C, C);
renderedImage.SetPixel(x, y, newColor);
C = 0;
m = 0;
n = 0;
}
}
Origin.Unlock();
return(renderedImage);
}