/// <summary>
 /// Make the image Grey scale
 /// </summary>
 /// <param name="b">Image to Process</param>
 /// <returns>Filtered Image</returns>
 public static Bitmap GetGreyScaleBitmap(Bitmap b)
 {
     ImagerBitmap i = new ImagerBitmap(b.Clone() as Bitmap);
         for (int column = 0; column < i.Bitmap.Width; column++)
         {
             for (int row = 0; row < i.Bitmap.Height; row++)
             {
                 int val = i.GetGreyPixel(column, row);
                 i.SetPixel(column, row, Color.FromArgb(val, val, val));
             }
         }
         i.UnlockBitmap();
         return i.Bitmap.Clone() as Bitmap;
 }
 /// <summary>
 /// Make the image black and white
 /// </summary>
 /// <param name="b">Image to Process</param>
 /// <returns>Filtered Image</returns>
 public static Bitmap GetBlackAndWhiteBitmap(Bitmap b)
 {
     ImagerBitmap i = new ImagerBitmap(b.Clone() as Bitmap);
         double[] histogram = new double[256];
         for (int column = 0; column < i.Bitmap.Width; column++)
         {
             for (int row = 0; row < i.Bitmap.Height; row++)
             {
                 histogram[i.GetGreyPixel(column, row)]++;
             }
         }
         //find the position of the max value on the left
         int leftK = 0;
         for (int k = 0; k < 128; k++)
         {
             if (histogram[k] > histogram[leftK]) leftK = k;
         }
         //find the position of the max value on the right
         int rightK = 0;
         for (int k = 128; k < 256; k++)
         {
             if (histogram[k] > histogram[rightK]) rightK = k;
         }
         //find the min value between the 2 local maxes
         int localMin = rightK;
         for (int k = leftK; k < rightK; k++)
         {
             if (histogram[k] < histogram[localMin]) localMin = k;
         }
         for (int column = 0; column < i.Bitmap.Width; column++)
         {
             for (int row = 0; row < i.Bitmap.Height; row++)
             {
                 int val = (i.GetPixel(column, row).R + i.GetPixel(column, row).G
                     + i.GetPixel(column, row).B) / 3;
                 if (val > localMin)
                     val = 255;
                 else
                     val = 0;
                 i.SetPixel(column, row, Color.FromArgb(val, val, val));
             }
         }
         i.UnlockBitmap();
         return i.Bitmap.Clone() as Bitmap;
 }
 public static Bitmap GetBlackAndWhiteBitmap2(Bitmap b)
 {
     ImagerBitmap i = new ImagerBitmap(b.Clone() as Bitmap);
         double[] histogram = new double[256];
         for (int column = 0; column < i.Bitmap.Width; column++)
         {
             for (int row = 0; row < i.Bitmap.Height; row++)
             {
                 histogram[i.GetGreyPixel(column, row)]++;
             }
         }
         double k = b.Width * b.Height;
         double half = k / 2;
         int middle = 0;
         while (k > half)
         {
             k = k - histogram[middle];
             middle++;
         }
         for (int column = 0; column < i.Bitmap.Width; column++)
         {
             for (int row = 0; row < i.Bitmap.Height; row++)
             {
                 int val = (i.GetPixel(column, row).R + i.GetPixel(column, row).G
                     + i.GetPixel(column, row).B) / 3;
                 if (val > middle)
                     val = 255;
                 else
                     val = 0;
                 i.SetPixel(column, row, Color.FromArgb(val, val, val));
             }
         }
         i.UnlockBitmap();
         return i.Bitmap.Clone() as Bitmap;
 }
 public static void GenerateExcelFile(Bitmap b)
 {
     ImagerBitmap i = new ImagerBitmap(b.Clone() as Bitmap);
         string fileName = "output.txt";
         int f = 0;
         using (StreamWriter sw = new StreamWriter(fileName, false))
         {
             sw.WriteLine("{0}\t{1}\t{2}\t{3}\t{4}\t{5}\t{6}", "Index", "Row", "Column", "Red",
                 "Green", "Blue", "Gray");
             for (int column = 0; column < i.Bitmap.Width; column++)
             {
                 for (int row = 0; row < i.Bitmap.Height; row++)
                 {
                     f++;
                     Color c = i.GetPixel(column, row);
                     int g = i.GetGreyPixel(column, row);
                     sw.WriteLine("{0}\t{1}\t{2}\t{3}\t{4}\t{5}\t{6}", f,
                         row, column, c.R, c.G, c.B, g);
                 }
             }
         }
         i.UnlockBitmap();
         System.Diagnostics.Process.Start(fileName);
 }