private void btnOpen_Click(object sender, EventArgs e)
        {
            textBox1.Text = "0";
            textBox2.Text = "0";
            try
            {
                OpenFileDialog openFileDialog1 = new OpenFileDialog();
                if (openFileDialog1.ShowDialog() == DialogResult.OK)
                {
                    //Open the browsed image and display it
                    string OpenedFilePath = openFileDialog1.FileName;
                    globalpathforimage = OpenedFilePath;
                    ImageMatrix        = ImageOperations.OpenImage(OpenedFilePath);
                    ImageOperations.DisplayImage(ImageMatrix, pictureBox1);
                    pictureBox1.Visible = true;
                }
                txtWidth.Text  = ImageOperations.GetWidth(ImageMatrix).ToString();
                txtHeight.Text = ImageOperations.GetHeight(ImageMatrix).ToString();
            }

            catch
            {
                MessageBox.Show("Please Select a photo");
            }
        }
        private void btnOpen_Click(object sender, EventArgs e)
        {
            distColorsBox1.Text     = "";
            distinctColorsBox2.Text = "";
            ClustersNumber.Text     = "";
            OpenFileDialog openFileDialog1 = new OpenFileDialog();

            if (openFileDialog1.ShowDialog() == DialogResult.OK)
            {
                //Open the browsed image and display it

                string OpenedFilePath = openFileDialog1.FileName;
                ImageMatrix = ImageOperations.OpenImage(OpenedFilePath);
                ImageOperations.DisplayImage(ImageMatrix, pictureBox1);
                WhiteDistButton.Enabled = true;
                MstQtButton.Enabled     = true;
                ClustersNumber.Enabled  = true;
            }
            else
            {
                MessageBox.Show("please open an Image");
                return;
            }
            txtWidth.Text  = ImageOperations.GetWidth(ImageMatrix).ToString();
            txtHeight.Text = ImageOperations.GetHeight(ImageMatrix).ToString();

            distColorsBox1.Text = CalculateOriginalDistinctColors(ImageOperations.GetHeight(ImageMatrix), ImageOperations.GetWidth(ImageMatrix)).ToString();
        }
Exemplo n.º 3
0
        private void btnOpen_Click(object sender, EventArgs e)
        {
            OpenFileDialog openFileDialog1 = new OpenFileDialog();

            if (openFileDialog1.ShowDialog() == DialogResult.OK)
            {
                //Open the browsed image and display it
                string OpenedFilePath = openFileDialog1.FileName;
                ImageMatrix = ImageOperations.OpenImage(OpenedFilePath);
                ImageOperations.DisplayImage(ImageMatrix, pictureBox1);

                long timeBefore = Environment.TickCount;

                Distinct_Colors = ImageUtilities.GetDistinctColors(ImageMatrix);
                MST             = new EagerPrimMST(Distinct_Colors);
                double MST_SUM = MST.GetMst();
                edges = MST.Edge_To;
                txtDistinctColours.Text = Distinct_Colors.ToString();
                txtMSTSum.Text          = MST_SUM.ToString();
                long timeAfter = Environment.TickCount;

                txtTime.Text = (timeAfter - timeBefore).ToString();
            }
            txtWidth.Text  = ImageOperations.GetWidth(ImageMatrix).ToString();
            txtHeight.Text = ImageOperations.GetHeight(ImageMatrix).ToString();
        }
Exemplo n.º 4
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        private void btnGaussSmooth_Click(object sender, EventArgs e)
        {
            Data.clear();
            double sigma    = double.Parse(txtGaussSigma.Text);
            int    maskSize = (int)nudMaskSize.Value;
            var    watch    = System.Diagnostics.Stopwatch.StartNew();

            ConstructGraph.Diffcolors(ImageMatrix);
            MST.getMST();
            //ConstructGraph.CalcDist();
            var k = ExtractClusters.getKK();

            txtGaussSigma.Text = k.ToString();
            ExtractClusters.extractClusters(maskSize);
            ExtractClusters.getClustersColors();
            // outPut
            watch.Stop();
            long elapsedMs = watch.ElapsedMilliseconds;

            timeTxt.Text       = (elapsedMs / 1000).ToString();
            MSTSum.Text        = Math.Round(Data.sum, 3).ToString();
            TimeM.Text         = (elapsedMs % 1000).ToString();
            txtDiffColors.Text = Data.colorsNum.ToString();
            ImageOperations.DisplayImage(ColorMapping.NewColors(ImageMatrix), pictureBox2);
        }
Exemplo n.º 5
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        private void button1_Click(object sender, EventArgs e)
        {
            if (ImageMatrix != null)
            {
                k = Convert.ToInt32(numericUpDown1.Value);

                //First Create the instance of Stopwatch Class
                Stopwatch sw = new Stopwatch();

                // Start The StopWatch ...From 000
                sw.Start();

                newImage = ImageOperations.createGraph(ImageMatrix, k);

                //Stop the Timer
                sw.Stop();

                //Writing Execution Time in label
                string ExecutionTimeTaken = string.Format("Minutes: {0}\nSeconds: {1}\n Miliseconds: {2}", sw.Elapsed.Minutes, sw.Elapsed.Seconds, sw.Elapsed.TotalMilliseconds);
                ExecutionTimeLabel.Text = ExecutionTimeTaken;


                ImageOperations.DisplayImage(newImage, pictureBox2);
                Quantized = true;
            }

            else
            {
                MessageBox.Show("Please Select An Image First!");
            }
        }
        } /// mst

        // clusters
        private void btnGaussSmooth_Click(object sender, EventArgs e)
        {
            try
            {
                if (txtKC.Text != "0")
                {
                    int Kclusters = int.Parse(txtKC.Text);
                    Result = ImageOperations.OpenImage(globalpathforimage);
                    GraphOperations.Kcluster(Kclusters, DistinctColors, mst);



                    ImageOperations.DisplayImage(Result, pictureBox2);
                    pictureBox2.Visible = true;
                }
                else
                {
                    MessageBox.Show("Clusers Can't be Zero");
                }
            }
            catch
            {
                MessageBox.Show("Please Select a Photo");
            }
        }
Exemplo n.º 7
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        public void Encryption_Decryption(ref RGBPixel[,] img, long initial, int tap, int length_initialseed)
        {
            int img_Height   = ImageOperations.GetHeight(img);
            int img_Width    = ImageOperations.GetWidth(img);
            int Shift_Length = 1 << length_initialseed;
            int Shift_Tap    = 1 << tap;

            for (int i = 0; i < img_Height; i++)
            {
                for (int j = 0; j < img_Width; j++)
                {
                    long initial_seed_1 = LFSR(initial, tap, length_initialseed, Shift_Tap, Shift_Length);
                    img[i, j].red = (Byte)(img[i, j].red ^ (initial_seed_1 & 255));

                    long initial_seed_2 = LFSR(initial_seed_1, tap, length_initialseed, Shift_Tap, Shift_Length);
                    img[i, j].green = (Byte)(img[i, j].green ^ (initial_seed_2 & 255));

                    long initial_seed_3 = LFSR(initial_seed_2, tap, length_initialseed, Shift_Tap, Shift_Length);
                    img[i, j].blue = (Byte)(img[i, j].blue ^ (initial_seed_3 & 255));

                    initial = initial_seed_3;
                }
            }
            ImageOperations.DisplayImage(img, pictureBox2);
        }
Exemplo n.º 8
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        private void button3_Click(object sender, EventArgs e)
        {
            Stopwatch d1   = new Stopwatch();
            LFSR      obj1 = new LFSR();

            obj1.TapPosIndx = (int)nudMaskSize.Value;

            if (textBox1.Text.Length > 10)
            {
                MessageBox.Show("please enter an initial seed less than 10 characters");
            }
            else
            {
                string seed = ImageOperations.AlphanumericSeed(textBox1.Text);
                obj1.Seed = Convert.ToInt64(seed, 2);        //5adet el string as bits where 2 means binary
                int SeedLength = (textBox1.Text.Length * 6);

                d1.Start();
                ImageMatrix = ImageOperations.Encryption(ImageMatrix, ref obj1.Seed, obj1.TapPosIndx, SeedLength);
                d1.Stop();

                ImageOperations.DisplayImage(ImageMatrix, pictureBox2);
                MessageBox.Show("RunTime = " + Convert.ToString(d1.Elapsed.TotalMinutes));
            }
        }
Exemplo n.º 9
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        private void btnOpen_Click(object sender, EventArgs e)
        {
            OpenFileDialog openFileDialog1 = new OpenFileDialog();

            if (openFileDialog1.ShowDialog() == DialogResult.OK)
            {
                //Open the browsed image and display it
                string OpenedFilePath = openFileDialog1.FileName;
                ImageMatrix = ImageOperations.OpenImage(OpenedFilePath);
                Graph constructed = new Graph();

                //constructed = ALL_FUNCTIONS.construct_ALL(ImageMatrix);
                //Graph MST=ALL_FUNCTIONS.set_MST(constructed);
                ImageOperations.DisplayImage(ImageMatrix, pictureBox1);
                int rw = ImageMatrix.GetLength(0), cl = ImageMatrix.GetLength(1);
                ImageMatrix_Tmp = new RGBPixel[rw, cl];
            }
            txtWidth.Text  = ImageOperations.GetWidth(ImageMatrix).ToString();
            txtHeight.Text = ImageOperations.GetHeight(ImageMatrix).ToString();

            distinct_colors = ALL_FUNCTIONS.get_distinct(ref ImageMatrix);
            //ALL_FUNCTIONS.test();
            ALL_FUNCTIONS.Set_Mst();
            // to handl if user input more than one cluster in same image and make operation on original image
            ImageMatrix_Tmp = ImageMatrix.Clone() as RGBPixel[, ];
        }
Exemplo n.º 10
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        private void btnOpen_Click(object sender, EventArgs e)
        {
            // intialization the tools
            ClusterK.Value        = 0;                             // -> O(1)
            FloyedFactorNum.Value = 1;                             // -> O(1)
            NonFloyedNum.Value    = 1;                             // -> O(1)
            MedianNum.Value       = 1;                             // -> O(1)
            SurfaceNum.Value      = 1;                             // -> O(1)
            txtMST.Text           = null;                          // -> O(1)
            txtDisColor.Text      = null;                          // -> O(1)
            txtGaussSigma.Text    = "1";                           // -> O(1)
            nudMaskSize.Value     = 3;                             // -> O(1)
            pictureBox2.Image     = null;                          // -> O(1)
            TimeLable.Text        = "0 Ms";                        // -> O(1)
            OpenFileDialog openFileDialog1 = new OpenFileDialog(); // -> O(1)

            if (openFileDialog1.ShowDialog() == DialogResult.OK)   // -> O(1)
            {
                //Open the browsed image and display it
                string OpenedFilePath = openFileDialog1.FileName;               // -> O(1)
                ImageMatrix = ImageOperations.OpenImage(OpenedFilePath);        // -> O(W*H)
                ImageOperations.DisplayImage(ImageMatrix, pictureBox1, 0);      // -> O(W*H)
            }
            txtWidth.Text  = ImageOperations.GetWidth(ImageMatrix).ToString();  // -> O(1)
            txtHeight.Text = ImageOperations.GetHeight(ImageMatrix).ToString(); // -> O(1)
        }
Exemplo n.º 11
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        private void btnOpen_Click(object sender, EventArgs e)
        {
            OpenFileDialog openFileDialog1 = new OpenFileDialog();

            if (openFileDialog1.ShowDialog() == DialogResult.OK)
            {
                //Open the browsed image and display it
                string OpenedFilePath = openFileDialog1.FileName;
                ImageMatrix = ImageOperations.OpenImage(OpenedFilePath);
                ImageOperations.DisplayImage(ImageMatrix, pictureBox1);
            }
            txtWidth.Text  = ImageOperations.GetWidth(ImageMatrix).ToString();
            txtHeight.Text = ImageOperations.GetHeight(ImageMatrix).ToString();

            // Call Get Distincit to get all distincit colors from ImageMatrix
            QuantizationProcess.GetDistinct(ImageMatrix);
            //****************** Test *************************
            QuantizationProcess p = new QuantizationProcess();

            p.TEST();
            //enter K in the Gauss Sigma's textBox
            int k = Convert.ToInt16(txtGaussSigma.Text);

            p.Cluster(k);
            p.replaceWithPaletteColors(ImageMatrix);
            ImageOperations.DisplayImage(ImageMatrix, pictureBox2);

            // ******************** TEST TEST ********************
        }
Exemplo n.º 12
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        private void btnOpen_Click(object sender, EventArgs e)
        {
            OpenFileDialog openFileDialog1 = new OpenFileDialog();

            if (openFileDialog1.ShowDialog() == DialogResult.OK)
            {
                //Open the browsed image and display it
                string OpenedFilePath = openFileDialog1.FileName;
                ImageMatrix = ImageOperations.OpenImage(OpenedFilePath);
                ImageOperations.DisplayImage(ImageMatrix, pictureBox1);
            }
            txtWidth.Text  = ImageOperations.GetWidth(ImageMatrix).ToString();
            txtHeight.Text = ImageOperations.GetHeight(ImageMatrix).ToString();
            string K = TextBoxK.Text;

            k = System.Convert.ToInt32(K);
            long timeBefore = System.Environment.TickCount;

            Nodes    = ImageOperations.FillGraph(ImageMatrix);
            NewEdges = ImageOperations.MST(ImageOperations.Globals.distinct, Nodes);
            long timeAfter = System.Environment.TickCount;

            ImageOperations.Globals.Time = timeAfter - timeBefore;
            MST_txt.Text = ImageOperations.Globals.sum.ToString();
            //k = ImageOperations.NumOfClusters(NewEdges);
            Distinct_txt.Text = ImageOperations.Globals.distinct.ToString();
        }
Exemplo n.º 13
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        private void btnOpen_Click(object sender, EventArgs e)
        {
            Stopwatch s = new Stopwatch();

            s.Start();
            OpenFileDialog openFileDialog1 = new OpenFileDialog();

            if (openFileDialog1.ShowDialog() == DialogResult.OK)
            {
                //Open the browsed image and display it
                string OpenedFilePath = openFileDialog1.FileName;
                ImageMatrix = ImageOperations.OpenImage(OpenedFilePath);
                ImageOperations.DisplayImage(ImageMatrix, pictureBox1);
                txtWidth.Text  = ImageOperations.GetWidth(ImageMatrix).ToString();
                txtHeight.Text = ImageOperations.GetHeight(ImageMatrix).ToString();
            }
            else if (ImageMatrix != null)
            {
                txtWidth.Text  = ImageOperations.GetWidth(ImageMatrix).ToString();
                txtHeight.Text = ImageOperations.GetHeight(ImageMatrix).ToString();
            }
            else
            {
                MessageBox.Show(" Choose Image ");
            }
            s.Stop();
            txtTime.Text = Convert.ToString(s.Elapsed);
        }
Exemplo n.º 14
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        private void btnOpen_Click(object sender, EventArgs e)
        {
            total = 0;
            OpenFileDialog openFileDialog1 = new OpenFileDialog();

            if (openFileDialog1.ShowDialog() == DialogResult.OK)
            {
                //Open the browsed image and display it
                string OpenedFilePath = openFileDialog1.FileName;
                ImageMatrix = ImageOperations.OpenImage(OpenedFilePath);
                ImageOperations.DisplayImage(ImageMatrix, pictureBox1);
            }

            txtWidth.Text  = ImageOperations.GetWidth(ImageMatrix).ToString();
            txtHeight.Text = ImageOperations.GetHeight(ImageMatrix).ToString();
            //////// measuring time  ////////
            var    watch  = System.Diagnostics.Stopwatch.StartNew();
            double answer = ImageOperations.ConstructGraph(ImageMatrix);

            watch.Stop();
            var elapsedSec = (watch.ElapsedMilliseconds) / 1000.0;

            total += elapsedSec;
            ////////////////////////////////
            Colors.Text = ImageOperations.numColors.ToString();
            Costs.Text  = answer.ToString();
        }
Exemplo n.º 15
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        private void btnGaussSmooth_Click(object sender, EventArgs e)
        {
            int.TryParse(ClustorBox.Text, out K);

            if (string.IsNullOrWhiteSpace(ClustorBox.Text))
            {
                MessageBox.Show("Please enter number of cluster !");
            }
            else if (int.Parse(ClustorBox.Text) > distinct_colors || int.Parse(ClustorBox.Text) < 1)
            {
                MessageBox.Show("Invalid number of clusters !");
            }
            else
            {
                List <List <RGBPixel> > groups = new List <List <RGBPixel> >();
                RGBPixel[, ,] Update = new RGBPixel[256, 256, 256];
                double sigma    = double.Parse(txtGaussSigma.Text);
                int    maskSize = (int)nudMaskSize.Value;
                ALL_FUNCTIONS.Build_tree();
                ALL_FUNCTIONS.buildAdjacencyList();
                ALL_FUNCTIONS.CutEdges(K);
                groups = ALL_FUNCTIONS.cluster(K);
                ALL_FUNCTIONS.GetPalette(ref groups);
                Update = ALL_FUNCTIONS.UpdateColor(ref groups);
                ALL_FUNCTIONS.UpdatedMatrix(Update, ImageMatrix);
                ImageMatrix = ImageOperations.GaussianFilter1D(ImageMatrix, maskSize, sigma);
                ImageOperations.DisplayImage(ImageMatrix, pictureBox2);
                // Get the original image after make edition on it ..
                ImageMatrix = ImageMatrix_Tmp.Clone() as RGBPixel[, ];
            }
        }
Exemplo n.º 16
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        private void button1_Click(object sender, EventArgs e)
        {
            int Number = int.Parse(textBox1.Text);

            res = ImageOperations.Quazation_of_image(Number, ImageMatrix, textBox2, textBox3);
            ImageOperations.DisplayImage(res, pictureBox2);
            pictureBox2.Image.Save("D:\\itestcase.bmp", System.Drawing.Imaging.ImageFormat.Bmp);
        }
        private void FloyedBtn_Click(object sender, EventArgs e)
        {
            int factor_ = (int)factor.Value;                                      // -> O(1)

            RGBPixel[,] ImageFilltered;                                           // -> O(1)
            ImageFilltered = FloyedDither.Floyed_Dithering(factor_, ImageMatrix); // ->>O(H * W)
            ImageOperations.DisplayImage(ImageFilltered, PostImage, 0);           // ->>O(H * W)
        }
Exemplo n.º 18
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        private void FloyedBtn_Click(object sender, EventArgs e)
        {
            int factor = (int)FloyedFactorNum.Value;                             // -> O(1)

            RGBPixel[,] ImageFilltered;                                          // -> O(1)
            ImageFilltered = FloyedDither.Floyed_Dithering(factor, ImageMatrix); // ->>O(H * W)
            ImageOperations.DisplayImage(ImageFilltered, pictureBox2, 0);        // ->>O(H * W)
        }
        private void btnGaussSmooth_Click(object sender, EventArgs e)
        {
            double sigma    = double.Parse(txtGaussSigma.Text);
            int    maskSize = (int)nudMaskSize.Value;

            ImageMatrix = ImageOperations.GaussianFilter1D(ImageMatrix, maskSize, sigma);
            ImageOperations.DisplayImage(ImageMatrix, pictureBox2);
        }
Exemplo n.º 20
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        private void NonFloyedBtn_Click(object sender, EventArgs e)
        {
            int factor = (int)NonFloyedNum.Value;                                    // -> O(1)

            RGBPixel[,] ImageFilltered;                                              // -> O(1)
            ImageFilltered = AtkinsonDither.Atkinson_Dithering(ImageMatrix, factor); // ->>O(H * W)
            ImageOperations.DisplayImage(ImageFilltered, pictureBox2, 0);            // -> O(1)
        }
Exemplo n.º 21
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        private void btnOpen_Click(object sender, EventArgs e)
        {
            OpenFileDialog openFileDialog1 = new OpenFileDialog();

            if (openFileDialog1.ShowDialog() == DialogResult.OK)
            {
                MST_value.Text = "";
                li.Clear();                   // Delete Old Distict Color
                for (int i = 0; i < 256; i++) // Set All Color False (255 , 255 , 255)
                {
                    for (int j = 0; j < 256; j++)
                    {
                        for (int k = 0; k < 256; k++)
                        {
                            RGB[i, j, k] = new RGBPixel(255, 255, 255);
                        }
                    }
                }

                //Open the browsed image and display it
                string OpenedFilePath = openFileDialog1.FileName;
                ImageMatrix = ImageOperations.OpenImage(OpenedFilePath);
                int      height          = ImageOperations.GetHeight(ImageMatrix);
                int      width           = ImageOperations.GetWidth(ImageMatrix);
                RGBPixel False_cmp       = new RGBPixel(255, 255, 255);
                bool     check_false_cmp = false;

                for (int i = 0; i < height; i++)
                {
                    for (int j = 0; j < width; j++)
                    {
                        // if Image Have Color (255 ,255,255)
                        if (ImageMatrix[i, j].red == 255 && ImageMatrix[i, j].green == 255 && ImageMatrix[i, j].blue == 255)
                        {
                            if (!check_false_cmp)
                            {
                                check_false_cmp = true;
                                RGB[ImageMatrix[i, j].red, ImageMatrix[i, j].green, ImageMatrix[i, j].blue] =
                                    new RGBPixel(ImageMatrix[i, j].red, ImageMatrix[i, j].green, ImageMatrix[i, j].blue);
                                li.Add(ImageMatrix[i, j]);
                            }
                        }
                        else if (RGB[ImageMatrix[i, j].red, ImageMatrix[i, j].green, ImageMatrix[i, j].blue] == False_cmp)
                        {
                            RGB[ImageMatrix[i, j].red, ImageMatrix[i, j].green, ImageMatrix[i, j].blue] =
                                new RGBPixel(ImageMatrix[i, j].red, ImageMatrix[i, j].green, ImageMatrix[i, j].blue);
                            li.Add(ImageMatrix[i, j]);
                        }
                    }
                }
                ImageOperations.DisplayImage(ImageMatrix, pictureBox1, RGB);

                txtWidth.Text         = ImageOperations.GetWidth(ImageMatrix).ToString();
                txtHeight.Text        = ImageOperations.GetHeight(ImageMatrix).ToString();
                txtDistinctColor.Text = li.Count.ToString();
                txtGaussSigma.Text    = "1";
            }
        }
Exemplo n.º 22
0
        private void button1_Click(object sender, EventArgs e)
        {
            int      position = Convert.ToInt32(this.textBox2.Text);
            string   seed     = Seed.Text;
            BitArray intSeed  = ImageOperations.convert(seed);

            ImageOperations.EncodeAndDecode(ref ImageMatrix, intSeed, position);
            ImageOperations.DisplayImage(ImageMatrix, pictureBox2);
        }
Exemplo n.º 23
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        private void btnGaussSmooth_Click(object sender, EventArgs e)
        {
            double sigma    = double.Parse(txtGaussSigma.Text);                                          // -> O(1)
            int    maskSize = (int)nudMaskSize.Value;                                                    // -> O(1)

            RGBPixel[,] ImageFilltered = ImageMatrix;                                                    // -> O(1)
            ImageFilltered             = ImageOperations.GaussianFilter1D(ImageMatrix, maskSize, sigma); //->  O(W*H)
            ImageOperations.DisplayImage(ImageFilltered, pictureBox2, 0);                                //->  O(W*H)
        }
Exemplo n.º 24
0
        private void btnGaussSmooth_Click(object sender, EventArgs e)
        {
            int    tap  = Int16.Parse(txtGaussSigma.Text);                                         //ϴ(1)
            string seed = textBox1.Text;                                                           //ϴ(1)
            // start stopwatch
            Stopwatch stopWatch = new Stopwatch();                                                 // ϴ(1)

            stopWatch.Start();                                                                     // ϴ(1)

            TimeSpan ts;                                                                           // ϴ(1)
            string   elapsedTime;                                                                  // ϴ(1)

            RGBPixel[,] image3 = new RGBPixel[ImageMatrix.GetLength(0), ImageMatrix.GetLength(1)]; // ϴ(1)
            Array.Copy(ImageMatrix, image3, ImageMatrix.GetLength(0) * ImageMatrix.GetLength(1));  // ϴ(N^2) where n is the largest between width and height
            ImageMatrix = ImageOperations.encrypt(ImageMatrix, tap, seed);                         // ϴ(N^2) where n is the largest between width and height

            ImageOperations.DisplayImage(ImageMatrix, pictureBox2);                                // ϴ(N^2) where n is the largest between width and height
            ts = stopWatch.Elapsed;                                                                // ϴ(1)
            // Format and display the TimeSpan value.
            elapsedTime = String.Format("{0:00}:{1:00}:{2:00}.{3:00}",
                                        ts.Hours, ts.Minutes, ts.Seconds,
                                        ts.Milliseconds / 10);                                                                              // ϴ(1)
            label10.Text = elapsedTime;                                                                                                     // ϴ(1)

            PriorityQueue redQ   = new PriorityQueue();                                                                                     // ϴ(1)
            PriorityQueue greenQ = new PriorityQueue();                                                                                     // ϴ(1)
            PriorityQueue blueQ  = new PriorityQueue();                                                                                     // ϴ(1)

            ImageOperations.getFrequency(ImageMatrix, redQ, greenQ, blueQ);                                                                 // ϴ(N^2) where n is the largest between width and height
            Huffman huffmanRed       = new Huffman(redQ);                                                                                   // ϴ(n log n) where n is the largest between width and height
            Huffman huffmanGreen     = new Huffman(greenQ);                                                                                 // ϴ(n log n) where n is the largest between width and height
            Huffman huffmanBlue      = new Huffman(blueQ);                                                                                  // ϴ(n log n) where n is the largest between width and height
            double  originalSize     = ImageMatrix.GetLength(0) * ImageMatrix.GetLength(1) * 8 * 3;                                         // ϴ(1)
            double  compressedSize   = huffmanRed.getCompressedSize() + huffmanGreen.getCompressedSize() + huffmanBlue.getCompressedSize(); // ϴ(1)
            double  compressionRatio = (compressedSize / originalSize) * 100;                                                               // ϴ(1)

            compressRatio.Text = compressionRatio + "%";                                                                                    // ϴ(1)
            Compression.compress(ImageMatrix, huffmanRed, huffmanGreen, huffmanBlue, seed, short.Parse(txtGaussSigma.Text));                // ϴ(N^2) where n is the largest between width and height
            ts = stopWatch.Elapsed;                                                                                                         // ϴ(1)
            // Format and display the TimeSpan value.
            elapsedTime = String.Format("{0:00}:{1:00}:{2:00}.{3:00}",
                                        ts.Hours, ts.Minutes, ts.Seconds,
                                        ts.Milliseconds / 10);                       // ϴ(1)

            label12.Text = elapsedTime;                                              // ϴ(1)

            RGBPixel[,] ImageMatrix2 = Compression.decompress("compressEncode.bin"); // ϴ(N^2) where n is the largest between width and height
            ImageOperations.DisplayImage(ImageMatrix2, pictureBox3);                 // ϴ(N^2) where n is the largest between width and height
            ts = stopWatch.Elapsed;                                                  // ϴ(1)
            // Format and display the TimeSpan value.
            elapsedTime = String.Format("{0:00}:{1:00}:{2:00}.{3:00}",
                                        ts.Hours, ts.Minutes, ts.Seconds,
                                        ts.Milliseconds / 10); // ϴ(1)

            label11.Text = elapsedTime;                        // ϴ(1)
            stopWatch.Stop();                                  // ϴ(1)
        }
        private void btnGaussSmooth_Click(object sender, EventArgs e)
        {
            double sigma     = (double)factor.Value;                                                      // -> O(1)
            int    maskSize_ = (int)maskSize.Value;                                                       // -> O(1)

            RGBPixel[,] ImageFilltered = ImageMatrix;                                                     // -> O(1)
            ImageFilltered             = ImageOperations.GaussianFilter1D(ImageMatrix, maskSize_, sigma); //->  O(W*H)
            ImageOperations.DisplayImage(ImageFilltered, PostImage, 0);                                   //->  O(W*H)
        }
Exemplo n.º 26
0
 private void metroButton2_Click(object sender, EventArgs e)
 {
     //  Graph g = new Graph();
     g = new Graph();
     g.Costruct_MST(ImageMatrix);
     //   DistinctColors.Text = g.Distinct.Count.ToString();
     g.Clustering(int.Parse(Clusters.Text.ToString()), ref ImageMatrix);
     ImageOperations.DisplayImage(ImageMatrix, pictureBox2);
     // pictureBox2.Image.Save("D:\\Islamic\\[TEMPLATE] ImageQuantization\\My.bmp", ImageFormat.Bmp);
 }
Exemplo n.º 27
0
        private void Operations()
        {
            numberofcolor.Text = ImageOperations.Get_Number_of_color(ImageMatrix).ToString();
            MST mst = ImageOperations.MST_Weight(ImageMatrix);

            MST_Sum.Text          = mst.Weight.ToString();
            RGBPixelD[,,] pallete = ImageOperations.Extract_color_palette(mst, Convert.ToInt32(clusterTxT.Text));
            ImageOperations.Quntization(ImageMatrix, pallete);
            ImageOperations.DisplayImage(ImageMatrix, pictureBox2);
        }
Exemplo n.º 28
0
        private void button1_Click(object sender, EventArgs e)
        {
            long timeBefore = System.Environment.TickCount;

            ImageMatrix = ImageOperations.decompression("", ref isEncrypted, ref tap, ref Initial_seed);
            //    MessageBox.Show(isEncrypted + " " + tap + " " + Initial_seed);
            long timeAfter = System.Environment.TickCount;

            textBox1.Text = (timeAfter - timeBefore).ToString();
            ImageOperations.DisplayImage(ImageMatrix, pictureBox2);
        }
        private void button1_Click(object sender, EventArgs e)
        {
            int             K = Convert.ToInt32(textBox1.Text.ToString());
            distinct_colors c = new distinct_colors();

            c.get_colors(ImageMatrix);
            MessageBox.Show(c.count.ToString());
            MST tree = new MST(c.count, c.colors);

            tree.MST_Construct();
            tree.total_cost();
            double d = tree.cost;

            MessageBox.Show(d.ToString());
            Cluster cc = new Cluster(tree.L, c.colors, K);

            cc.function();
            cc.Color_Pallette();
            cc.Quantize_the_image(ImageMatrix);
            //----------------------------------------------------------
            double sigma    = double.Parse(txtGaussSigma.Text);
            int    maskSize = (int)nudMaskSize.Value;

            //ImageMatrix = ImageOperations.GaussianFilter1D(ImageMatrix, maskSize, sigma);

            ImageOperations.DisplayImage(ImageMatrix, pictureBox2);
            //----------------------------------------------------------
            //-------------------------------------------------
            var fd = new SaveFileDialog();

            fd.Filter       = "Bmp(*.BMP;)|*.BMP;| Jpg(*Jpg)|*.jpg";
            fd.AddExtension = true;
            if (fd.ShowDialog() == System.Windows.Forms.DialogResult.OK)
            {
                switch (System.IO.Path.GetExtension(fd.FileName).ToUpper())
                {
                case ".BMP":
                    pictureBox2.Image.Save(fd.FileName, System.Drawing.Imaging.ImageFormat.Bmp);
                    break;

                case ".JPG":
                    pictureBox2.Image.Save(fd.FileName, System.Drawing.Imaging.ImageFormat.Jpeg);
                    break;

                case ".PNG":
                    pictureBox2.Image.Save(fd.FileName, System.Drawing.Imaging.ImageFormat.Png);
                    break;

                default:
                    break;
                }
            }
            //-------------------------------------------------
        }
        private void btnOpen_Click(object sender, EventArgs e)
        {
            OpenFileDialog openFileDialog1 = new OpenFileDialog();

            if (openFileDialog1.ShowDialog() == DialogResult.OK)
            {
                //Open the browsed image and display it
                string OpenedFilePath = openFileDialog1.FileName;
                ImageMatrix = ImageOperations.OpenImage(OpenedFilePath);
                ImageOperations.DisplayImage(ImageMatrix, pictureBox1);
            }
        }