private UnsafeBitmap convertoToColoredImage(EVector[][][] EImage)
        {
            UnsafeBitmap temp = new UnsafeBitmap(EImage.Length, EImage[0].Length);

            temp.LockBitmap();
            for (int x = 0; x < temp.Width; x++)
            {
                for (int y = 0; y < temp.Height; y++)
                {
                    temp.SetPixel(x, y, new PixelData((byte)EImage[x][y][0].IntValue, (byte)EImage[x][y][1].IntValue, (byte)EImage[x][y][2].IntValue));
                }
            }
            link.status = "DONE !!"; link.val = 10;
            doDrawing(link);
            return(temp);
        }
 private void button2_Click(object sender, EventArgs e)
 {
     if (textBox1.Text.Length > 0 && textBox2.Text.Length > 0 && textBox3.Text.Length > 0)
     {
         int xP, yP, psay;
         try
         {
             xP   = int.Parse(textBox1.Text);
             yP   = int.Parse(textBox2.Text);
             psay = int.Parse(textBox3.Text);
         }
         catch (Exception)
         {
             showError1();
             return;
         }
         if (xP <= 0 || yP <= 0)
         {
             showError1();
             return;
         }
         ///////
         /// here will be the code
         /// of the core + creating the tab and the picBox in it.
         ///////
         Nullable <bool> colred;
         if (radioButton1.Checked == true)
         {
             colred = null;
         }
         else if (radioButton2.Checked == true)
         {
             colred = true;
         }
         else
         {
             colred = false;
         }
         load = new UnsafeBitmap((Bitmap)g);
         core = new ImageOPER(load, xP, yP, psay, colred, toolStripStatusLabel1, toolStripProgressBar1, statusStrip1);
         if (core.ImageType == ImageOPER.GRAY)
         {
             result = core.getEnhancedImage();
         }
         else
         {
             result = core.getEnhancedColoredImage();
         }
         result.UnlockBitmap();
         //////
         TabPage myPage = new TabPage("Image Enhance Result");
         tabControl1.TabPages.Add(myPage);
         PictureBox pic = new PictureBox();
         pic.Location = new System.Drawing.Point(6, 6);
         pic.Name     = "pictureBox1";
         pic.Size     = new System.Drawing.Size(623, 425);
         pic.TabIndex = 0;
         pic.TabStop  = false;
         pic.BackgroundImageLayout = pictureBox1.BackgroundImageLayout;
         pic.BackgroundImage       = result.Bitmap;
         myPage.Controls.Add(pic);
         tabControl1.SelectTab(myPage);
     }
     else
     {
         showError1();
         return;
     }
 }
        /// <summary>
        ///
        /// </summary>
        /// <param name="pic"></param>
        /// <param name="XpatM"></param>
        /// <param name="YpatN"></param>
        /// <param name="psay"></param>
        /// <param name="isColored"></param>

        public ImageOPER(UnsafeBitmap pic, int XpatM, int YpatN, double psay, bool?isColored, System.Windows.Forms.ToolStripStatusLabel statusLabel, System.Windows.Forms.ToolStripProgressBar progressBar, System.Windows.Forms.StatusStrip strip)
        {
            this.statusLabel  = statusLabel;
            this.progressBar  = progressBar;
            this.strip        = strip;
            progressBar.Value = 0;
            //DrawingThread = new Thread(new ParameterizedThreadStart(doDrawing));
            link = new Bar_Sta("Initializing", 0);
            //DrawingThread.Start(link);
            doDrawing(link);
            source = pic;
            source.LockBitmap();
            if (isColored == null)
            {
                PixelData data;
                Random    ra = new Random();
                data = source.GetPixel(ra.Next(source.Width), ra.Next(source.Height));
                if (data.red == data.green && data.red == data.blue)
                {
                    imageType = GRAY;
                }
                else
                {
                    imageType = COLORED;
                }
            }
            else if (isColored.Value)
            {
                imageType = COLORED;
            }
            else
            {
                imageType = GRAY;
            }
            M         = XpatM; N = YpatN;
            this.psay = psay;
            ////////////
            W    = new double[M][][][];
            card = new double[M][];
            for (int i = 0; i < M; i++)
            {
                W[i]    = new double[N][][];
                card[i] = new double[N];
                for (int j = 0; j < N; j++)
                {
                    W[i][j] = new double[source.Width][];
                    for (int x = 0; x < source.Width; x++)
                    {
                        W[i][j][x] = new double[source.Height];
                    }
                }
            }
            ////////////
            link.status = "Filling Qx and Qy"; link.val = 3;
            //DrawingThread = new Thread(new ParameterizedThreadStart(doDrawing));
            //DrawingThread.Start(link);
            doDrawing(link);
            fillQ();
            link.status = "Filling W [i,j,x,y] "; link.val = 7;
            //DrawingThread = new Thread(new ParameterizedThreadStart(doDrawing));
            //DrawingThread.Start(link);
            doDrawing(link);
            fillW();
            if (imageType == GRAY)
            {
                imageType = GRAY;
                //////
                link.status = "Moving to E space"; link.val = 12;
                doDrawing(link);
                //////
                transformTo_Espace();
                //////
                link.status = "Calculating the MEANS"; link.val = 8;
                doDrawing(link);
                //////
                calculate_Means();
                //////
                link.status = "Calculating the VARIANCES"; link.val = 13;
                doDrawing(link);
                //////
                calculate_Variances();
                //////
                link.status = "Calculating the LAMBDAs and TAWs"; link.val = 17;
                doDrawing(link);
                //////
                calculate_Lambdas_Taws();
                //////
                link.status = "Computing the Enhanced Image"; link.val = 10;
                doDrawing(link);
                //////
            }
            else
            {
                imageType   = COLORED;
                link.status = "Moving to E space"; link.val = 12;
                doDrawing(link);
                transformTo_E_Colored_Space();
                link.status = "Calculating the MEANS"; link.val = 8;
                doDrawing(link);
                calculate_Colored_Means();
                link.status = "Calculating the VARIANCES"; link.val = 13;
                doDrawing(link);
                calculate_Colored_Variances();
                link.status = "Calculating the LAMBDAs and TAWs"; link.val = 17;
                doDrawing(link);
                calculate_Lambdas_Taws();
                link.status = "Computing the Enhanced Image"; link.val = 10;
                doDrawing(link);

/*                UnsafeBitmap temp;
 *              temp = new UnsafeBitmap(source.Width, source.Height);
 *              temp.LockBitmap();
 *              transformTo_EspaceR();
 *              calculate_Means();
 *              calculate_Variances();
 *              calculate_Lambdas_Taws();
 *              temp = getEnhancedColoredImageR(temp,0);
 *              ////
 *              transformTo_EspaceG();
 *              calculate_Means();
 *              calculate_Variances();
 *              calculate_Lambdas_Taws();
 *              temp = getEnhancedColoredImageR(temp, 1);
 *              ////
 *              transformTo_EspaceB();
 *              calculate_Means();
 *              calculate_Variances();
 *              calculate_Lambdas_Taws();
 *              temp = getEnhancedColoredImageR(temp, 2);*/
            }
        }