public static void GaussFilter(ByteImage btm, double a, double[,] wages)
{
ByteImage tempPict = new ByteImage(btm);
for (int x = 0; x < tempPict.Width; x++)
{
for (int y = 0; y < tempPict.Height; y++)
{
var currPix = tempPict.Pixels[tempPict.getPixelIndex(x, y)];
double sumR = 0.0;
double sumG = 0.0;
double sumB = 0.0;
double dividor = 0.0;
for (int x2 = -1; x2 < 2; x2++)
{
for (int y2 = -1; y2 < 2; y2++)
{
if (x + x2 >= 0 && y + y2 >= 0 && x + x2 < tempPict.Width && y + y2 < tempPict.Height)
{
double currWage = wages[x2 + 1, y2 + 1];
var xx = x + x2;
var yy = y + y2;
sumR += tempPict.Pixels[tempPict.getPixelIndex(xx, yy) + 1] * currWage;
sumG += tempPict.Pixels[tempPict.getPixelIndex(xx, yy) + 2] * currWage;
sumB += tempPict.Pixels[tempPict.getPixelIndex(xx, yy) + 3] * currWage;
dividor += currWage;
}
}
}
btm.setPixel(x, y, currPix, (byte)FromInterval((int)(sumR / dividor)), (byte)FromInterval((int)(sumG / dividor)), (byte)FromInterval((int)(sumB / dividor)));
}
}
}
public static List <byte> MoreHorizontal(ByteImage bitmap, int a, int b, int a2, int b2)
{
var list = new List <byte>();
for (int i = 0; i < Math.Abs(a2 - a); i++)
{
int nX = a + i;
int nY = (int)(((b2 - b) / (a2 - a) * nX) + (b2 - ((b2 - b) / (a2 - a) * a2)));
int sum = 0;
int counter = 0;
for (int x2 = -2; x2 < 3; x2++)
{
for (int y2 = -2; y2 < 3; y2++)
{
if (nX + x2 >= 0 && nY + y2 >= 0 && nX + x2 < bitmap.Width && nY + y2 < bitmap.Height)
{
sum += bitmap.Pixels[bitmap.getPixelIndex(nX + x2, nY + y2) + 1];
counter++;
}
}
}
if (counter > 0)
{
list.Add((byte)(FromInterval(sum / counter)));
}
else
{
list.Add(0);
}
}
return(list);
}
private static List <byte> Vertical(ByteImage bitmap, int a, int b, int a2, int b2)
{
List <byte> list = new List <byte>();
for (int i = -Math.Abs(b2 - b) / 2; i < Math.Abs(b2 - b) / 2; i++)
{
int sum = 0;
int counter = 0;
for (int x2 = -2; x2 < 3; x2++)
{
for (int y2 = -2; y2 < 3; y2++)
{
if (a + x2 >= 0 && b + y2 + i >= 0 && a + x2 < bitmap.Width && b + y2 + i < bitmap.Height)
{
sum += bitmap.Pixels[bitmap.getPixelIndex(a + x2, b + y2 + i) + 1];
counter++;
}
}
}
if (counter > 0)
{
list.Add((byte)(FromInterval(sum / counter)));
}
else
{
list.Add(0);
}
}
return(list);
}
public static byte SinglePoints(ByteImage bitmap, int a, int b)
{
int sum = 0;
int counter = 0;
for (int x2 = -2; x2 < 3; x2++)
{
for (int y2 = -2; y2 < 3; y2++)
{
if (a + x2 >= 0 && b + y2 >= 0 && a + x2 < bitmap.Width && b + y2 < bitmap.Height)
{
sum += bitmap.Pixels[bitmap.getPixelIndex(a + x2, b + y2) + 1];
counter++;
}
}
}
if (counter > 0)
{
return((byte)(FromInterval(sum / counter)));
}
else
{
return(255);
}
}
public static void RemoveSingleNoises(ByteImage btm)
{
ByteImage tempPict = new ByteImage(btm);
int counter = 0;
for (int x = 0; x < btm.Width; x++)
{
for (int y = 0; y < btm.Height; y++)
{
var oldColour = btm.getPixel(x, y);
if (oldColour[1] == 0)
{
bool isAlone = true;
for (int x2 = -1; x2 <= 1; x2++)
{
for (int y2 = -1; y2 <= 1; y2++)
{
if (x + x2 >= 0 && x + x2 < btm.Width && y + y2 >= 0 && y + y2 < btm.Height)
{
var col = btm.Pixels[btm.getPixelIndex(x + x2, y + y2) + 1];
if (col == 0)
{
isAlone = false;
break;
}
}
}
}
if (isAlone)
{
tempPict.setPixel(x, y, 255, 0, 0, 0);
}
}
}
}
Console.WriteLine(counter + " pixels removed");
for (int x = 0; x < btm.Width; x++)
{
for (int y = 0; y < btm.Height; y++)
{
btm.setPixel(x, y, tempPict.getPixel(x, y));
}
}
}
public static void RunFullBlack(ByteImage newBmpTbl)
{
int bigCounter = 3;
while (bigCounter > 2)
{
ByteImage tempPict = new ByteImage(newBmpTbl);
bigCounter = 0;
for (int x = 0; x < newBmpTbl.Width; x++)
{
for (int y = 0; y < newBmpTbl.Height; y++)
{
int counter = 0;
for (int x2 = -1; x2 < 2; x2++)
{
for (int y2 = -1; y2 < 2; y2++)
{
if (newBmpTbl.Pixels[newBmpTbl.getPixelIndex(x, y) + 1] != 0 && x + x2 >= 0 && y + y2 >= 0 && x + x2 < newBmpTbl.Width && y + y2 < newBmpTbl.Height && newBmpTbl.Pixels[newBmpTbl.getPixelIndex(x + x2, y + y2) + 1] <= (255 / 6))
{
counter++;
}
}
}
if (counter >= 5)
{
tempPict.setPixel(x, y, 255, 0, 0, 0);
bigCounter++;
}
}
}
Console.WriteLine("Blacked " + bigCounter + " pixels.");
for (int x = 0; x < newBmpTbl.Width; x++)
{
for (int y = 0; y < newBmpTbl.Height; y++)
{
newBmpTbl.setPixel(x, y, tempPict.getPixel(x, y));
}
}
}
}
public static int[] FindContrasts(int maxR, int x, int y, ByteImage bitmap, int minR = 0)
{
double[] coss = new double[360];
double[] sins = new double[360];
for (int t = 0; t < 360; t++)
{
coss[t] = Math.Cos(t * Math.PI / 180);
sins[t] = Math.Sin(t * Math.PI / 180);
}
int wid = (int)bitmap.Width;
int hig = (int)bitmap.Height;
int[] cList = new int[maxR];
for (int r = 0; r < maxR; r++)
{
int sum = 0;
int counter = 0;
for (int t = 0; t < 360; t++)
{
var a = (int)(x - ((r + minR) * coss[t]));
var b = (int)(y - ((r + minR) * sins[t]));
if (a >= 0 && b >= 0 && a < wid && b < hig)
{
sum += bitmap.Pixels[bitmap.getPixelIndex(a, b) + 1];
counter++;
}
}
if (counter > 0)
{
cList[r] = sum / counter;
}
else
{
cList[r] = 0;
}
}
return(cList);
}
public static int ThreeColors(ByteImage newBmpTbl)
{
int borderColor = 255;
int threads = 8;
ByteImage[] pictures = new ByteImage[threads];
ConcurrentBag <int> mins = new ConcurrentBag <int>();
ConcurrentBag <int> maxs = new ConcurrentBag <int>();
ConcurrentBag <int> sums = new ConcurrentBag <int>();
ConcurrentBag <int> counters = new ConcurrentBag <int>();
for (int i = 0; i < threads; i++)
{
pictures[i] = new ByteImage(newBmpTbl);
}
Parallel.For(0, threads, i =>
//for (int i = 0; i < threads; i++)
{
int min = 255;
int max = 0;
int totSum = 0;
int counter = 0;
int w = (int)pictures[i].Width / threads;
for (int x = i * w; x < (i + 1) * w; x++)
{
for (int y = 0; y < pictures[i].Height; y++)
{
var col = pictures[i].getPixel(x, y)[1];
if (col > max)
{
max = col;
}
if (col < min)
{
min = col;
}
if (col <= 215)
{
totSum += col;
counter++;
}
}
}
mins.Add(min);
maxs.Add(max);
sums.Add(totSum);
counters.Add(counter);
});
//}
int fmin = mins.Min();
int fmax = maxs.Max();
int fmid = sums.Sum() / counters.Sum();
int fmid1 = (fmid + fmin) / 2;
int fmid2 = (fmax + fmid) / 2;
borderColor = fmid2;
for (int x = 0; x < newBmpTbl.Width; x++)
{
for (int y = 0; y < newBmpTbl.Height; y++)
{
var col = newBmpTbl.Pixels[newBmpTbl.getPixelIndex(x, y) + 1];
int distMin = Math.Abs(col - fmin);
int distMid1 = Math.Abs(col - fmid1);
int distMid2 = Math.Abs(col - fmid2);
int distMax = Math.Abs(col - fmax);
int minV = Math.Min(distMin, Math.Min(distMid1, Math.Min(distMid2, distMax)));
if (minV == distMin)
{
newBmpTbl.setPixel(x, y, 255, 0, 0, 0);
}
else if (minV == distMid1)
{
newBmpTbl.setPixel(x, y, 255, (byte)fmid2, (byte)fmid2, (byte)fmid2);
}
else if (minV == distMid2)
{
newBmpTbl.setPixel(x, y, 255, (byte)fmid2, (byte)fmid2, (byte)fmid2);
}
else
{
newBmpTbl.setPixel(x, y, 255, 255, 255, 255);
}
}
}
return(borderColor);
}
