private void btnOpen_Click(object sender, EventArgs e)
{
double before = System.Environment.TickCount;
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();
//my role
Operations();
double after = System.Environment.TickCount;
double result = after - before;
msec.Text = result.ToString() + " M-Sec";
result /= 1000;
sec.Text = result.ToString() + " Sec";
}
private void btnOpen_Click(object sender, EventArgs e)
{
try
{
OpenFileDialog openFileDialog1 = new OpenFileDialog();
if (openFileDialog1.ShowDialog() == DialogResult.OK)
{
//Open the browsed image and display it
string OpenedFilePath = openFileDialog1.FileName;
ImageMatrix = ImageOperations.OpenImage(OpenedFilePath);
Width = ImageOperations.GetWidth(ImageMatrix);
Height = ImageOperations.GetHeight(ImageMatrix);
Program.OriginalImage = new RGBPixel[Height, Width];
Program.OriginalImage = ImageMatrix;
}
txtWidth.Text = ImageOperations.GetWidth(ImageMatrix).ToString();
txtHeight.Text = ImageOperations.GetHeight(ImageMatrix).ToString();
}
catch
{
MessageBox.Show("No image selected.");
}
}
private void btnQuantize_Click(object sender, EventArgs e)
{
long before = System.Environment.TickCount; // get the current time in miliseconds // -> O(1)
int K = (int)ClusterK.Value; // -> O(1)
txtDisColor.Text = ImageAnalytics.Find_Distinct_Color(ImageMatrix).ToString(); // -> O(W*H)
txtMST.Text = (Math.Round(ImageAnalytics.MinimumSpanningTree(), 2)).ToString(); // -> O(E Log V)
DetectNumOfClusters x = new DetectNumOfClusters(ImageAnalytics.edges); // -> O(E*V)
if (K == 0)
{
K = x.k; // -> O(1)
}
QuantizeImage.Extract_K_Cluster(K); // -> O(K*D)
QuantizeImage.Find_K_Cluster(); // -> O(D)
ImageOperations.DisplayImage(ImageMatrix, pictureBox2, 1); //O(N^2) where N is the height or the weight of image
ClusterK.Value = K; // print the number of cluster if changed // -> O(1)
long after = System.Environment.TickCount; // get the current time // -> O(1)
double total = after - before; // Calculate the taken time // -> O(1)
total /= 60000; // convert miliseconds to minutes // -> O(1)
total = Math.Round(total, 3); // Round the Minutes to three decimal digits // -> O(1)
TimeLable.Text = total.ToString() + " M (s)"; // -> O(1)
}
public static RGBPixel[,] dec(int pass, RGBPixel[,] pic, int position, int len) //ϴ(n^2)
{
RGBPixel[,] decrepted;
decrepted = ImageOperations.enc(pass, pic, position, len); //ϴ(n^2)
return(decrepted);
}
private void button1_Click(object sender, EventArgs e)
{
Stopwatch sp = new Stopwatch();
sp.Start();
long[] Red_array = new long[256];
long[] Green_array = new long[256];
long[] Blue_array = new long[256];
Priority_Queue Red_priority = new Priority_Queue();
Priority_Queue Green_priority = new Priority_Queue();
Priority_Queue Blue_priority = new Priority_Queue();
Red_Huffman = new HuffmanTree();
Green_Huffman = new HuffmanTree();
Blue_Huffman = new HuffmanTree();
List <HuffmanNode> Red_Nodes = new List <HuffmanNode>();
List <HuffmanNode> Green_Nodes = new List <HuffmanNode>();
List <HuffmanNode> Blue_Nodes = new List <HuffmanNode>();
Red_Root = new HuffmanNode();
Green_Root = new HuffmanNode();
Blue_Root = new HuffmanNode();
int Height = ImageOperations.GetHeight(ImageMatrix);
int width = ImageOperations.GetWidth(ImageMatrix);
for (int h = 0; h < Height; h++)
{
for (int w = 0; w < width; w++)
{
Red_array[ImageMatrix[h, w].red]++;
Green_array[ImageMatrix[h, w].green]++;
Blue_array[ImageMatrix[h, w].blue]++;
}
}
for (int k = 0; k < 256; k++)
{
if (Red_array[k] > 0)
{
Red_Nodes.Add(new HuffmanNode {
value = Convert.ToByte(k), freq = Red_array[k], CoLoR_CoDe = ""
});
}
if (Green_array[k] > 0)
{
Green_Nodes.Add(new HuffmanNode {
value = Convert.ToByte(k), freq = Green_array[k], CoLoR_CoDe = ""
});
}
if (Blue_array[k] > 0)
{
Blue_Nodes.Add(new HuffmanNode {
value = Convert.ToByte(k), freq = Blue_array[k], CoLoR_CoDe = ""
});
}
}
Red_priority.Build_Min_Heap(ref Red_Nodes);
Green_priority.Build_Min_Heap(ref Green_Nodes);
Blue_priority.Build_Min_Heap(ref Blue_Nodes);
Red_Root = Red_Huffman.BuildHuffmanTree(ref Red_Nodes);
Green_Root = Green_Huffman.BuildHuffmanTree(ref Green_Nodes);
Blue_Root = Blue_Huffman.BuildHuffmanTree(ref Blue_Nodes);
FileStream Trunc_Red_File = new FileStream("Red_Info.txt", FileMode.Truncate);
Trunc_Red_File.Close();
FileStream Red_File = new FileStream("Red_Info.txt", FileMode.Append);
StreamWriter Red_Writer = new StreamWriter(Red_File);
Red_Writer.WriteLine("--R--");
Red_Writer.WriteLine("Color - Frequency - Huffman Representation - Total Bits");
Red_Writer.Close();
Red_File.Close();
Red_Huffman.PrintCodes(Red_Root, "", "Red_Info.txt");
FileStream Trunc_Green_File = new FileStream("Green_Info.txt", FileMode.Truncate);
Trunc_Green_File.Close();
FileStream Green_File = new FileStream("Green_Info.txt", FileMode.Append);
StreamWriter Green_Writer = new StreamWriter(Green_File);
Green_Writer.WriteLine("--G--");
Green_Writer.WriteLine("Color - Frequency - Huffman Representation - Total Bits");
Green_Writer.Close();
Green_File.Close();
Green_Huffman.PrintCodes(Green_Root, "", "Green_Info.txt");
FileStream Trunc_Blue_File = new FileStream("Blue_Info.txt", FileMode.Truncate);
Trunc_Blue_File.Close();
FileStream Blue_File = new FileStream("Blue_Info.txt", FileMode.Append);
StreamWriter Blue_Writer = new StreamWriter(Blue_File);
Blue_Writer.WriteLine("--B--");
Blue_Writer.WriteLine("Color - Frequency - Huffman Representation - Total Bits");
Blue_Writer.Close();
Blue_File.Close();
Blue_Huffman.PrintCodes(Blue_Root, "", "Blue_Info.txt");
FileStream truncate_total_info = new FileStream("Total_Info.dat", FileMode.Truncate);
truncate_total_info.Close();
sp.Stop();
lbl_construct_tree.Text = sp.Elapsed.ToString();
MessageBox.Show("Constructed !");
}
private void button22_Click(object sender, EventArgs e)
{
ImageOperations.save(ImageMatrix);
}
private void button12_Click(object sender, EventArgs e)
{
ImageOperations.greyscale(ImageMatrix, pictureBox6);
}
private void button2_Click(object sender, EventArgs e)
{
string path = textBox1.Text;
Stream readStream = new FileStream(path, FileMode.Open);
BinaryReader br = new BinaryReader(readStream);
int height = br.ReadInt32();
int width = br.ReadInt32();
int initial = br.ReadInt32();
int tap = br.ReadInt32();
int redCount = br.ReadInt16();
int redpadding = br.ReadByte();
byte[] redBytes = br.ReadBytes(redCount);
int greenCount = br.ReadInt16();
int greenpadding = br.ReadByte();
byte[] greenBytes = br.ReadBytes(greenCount);
int blueCount = br.ReadInt16();
int bluepadding = br.ReadByte();
byte[] blueBytes = br.ReadBytes(blueCount);
br.Close();
string red = "";
foreach (var item in redBytes)
{
red += Convert.ToString(item, 2).PadLeft(8, '0');
}
string green = "";
foreach (var item in greenBytes)
{
green += Convert.ToString(item, 2).PadLeft(8, '0');
}
string blue = "";
foreach (var item in blueBytes)
{
blue += Convert.ToString(item, 2).PadLeft(8, '0');
}
Dictionary <string, byte> redDic = new Dictionary <string, byte>(256);
Dictionary <string, byte> greenDic = new Dictionary <string, byte>(256);
Dictionary <string, byte> blueDic = new Dictionary <string, byte>(256);
ImageOperations.getdic(ref redDic, red, ref redpadding, "");
ImageOperations.getdic(ref greenDic, green, ref greenpadding, "");
ImageOperations.getdic(ref blueDic, blue, ref bluepadding, "");
string res = height.ToString() + " " + width.ToString() + " " + initial + " " + tap + System.Environment.NewLine;
foreach (var item in redDic)
{
res += string.Format("{0}:{1}{2}", item.Key, item.Value, System.Environment.NewLine);
}
res += "blue:" + System.Environment.NewLine;
foreach (var item in blueDic)
{
res += string.Format("{0}:{1}{2}", item.Key, item.Value, System.Environment.NewLine);
}
res += "green:" + System.Environment.NewLine;
foreach (var item in greenDic)
{
res += string.Format("{0}:{1}{2}", item.Key, item.Value, System.Environment.NewLine);
}
System.IO.File.WriteAllText("path.txt", res);
}
private void btnGaussSmooth_Click(object sender, EventArgs e)
{
int sigma = 0;
if (txtGaussSigma.Text.ToString() != "")
{
sigma = int.Parse(txtGaussSigma.Text);
}
MST_value.Text = "";
if (sigma > li.Count || sigma == 0)
{
MessageBox.Show(" Please Enter a valid Number of cluster .");
}
else if (TypeofCluster.Text == "")
{
MessageBox.Show(" Please Choose Type of Clustering .");
}
else
{
RGBPixel[, ,] grid = RGB.Clone() as RGBPixel[, , ]; // Get Clone to Save True 3dRGP
if (TypeofCluster.Text == TypeofCluster.Items[0].ToString())
{
quan = new MST(ref li, sigma, grid, Auto_Detect.Checked);
quan.getcluster();
if (Auto_Detect.Checked == true)
{
txtGaussSigma.Text = quan.Pallete.Count.ToString();
}
MST_value.Text = "MST Value: " + (quan as MST).MST_Value.ToString();
}
else if (TypeofCluster.Text == TypeofCluster.Items[1].ToString())
{
quan = new Kmean(ref li, ref sigma, grid);
quan.getcluster();
}
else if (TypeofCluster.Text == TypeofCluster.Items[2].ToString())
{
if (MedianCutCluster.Text != "")
{
sigma = int.Parse(MedianCutCluster.Text);
if (sigma < li.Count)
{
quan = new MedianCutHelper(ref li, sigma, grid);
quan.getcluster();
}
else
{
MessageBox.Show("Invalid Number of Cluster .");
}
}
else
{
MessageBox.Show("Please Choose Number of Cluster .");
}
}
else
{
MessageBox.Show("Invalid Quantizer Method .");
}
ImageOperations.DisplayImage(ImageMatrix, pictureBox2, grid);
}
}
private void button1_Click(object sender, EventArgs e)
{
ImageOperations.huffman_encoding(ImageMatrix);
}
private void btnGaussSmooth_Click(object sender, EventArgs e)
{
// Begin timing.
stopwatch.Start();
int k = int.Parse(k_txt.Text);
mst_edges = prim_algo.prim_edit(my_distinct);
textBox1.Text = (Math.Round(mst_edges.Item1, 1)).ToString();
// for (int i = 0; i < mst_edges.Item2.Count; i++)
// MessageBox.Show(mst_edges.Item2[i].ToString());
List <edges> sortedMST = prim_algo.Sort(mst_edges.Item2); //;; SORT
if (k - 1 > sortedMST.Count || k == 1 || k == 0)
{
MessageBox.Show("K is not allawed!");
return;
}
if (my_distinct.Count == 0)
{
MessageBox.Show("No Image entered !");
return;
}
//MessageBox.Show(mst_edges.Item2.Count.ToString() + "edges ");
int[] my_clusters = new int[sortedMST.Count + 1];
Graph g = new Graph(my_distinct.Count, false); // vertices ->(undirected)
for (int i = k - 1; i < sortedMST.Count; i++) // skip longest k-1 edges then buit graph from the rest
{
g.AddEdge(sortedMST[i].from, sortedMST[i].to);
}
for (int index = 0; index < my_clusters.Length; index++)
{
my_clusters[index] = get_avg(g.BreadthFirstSearch(index));
}
// all its values is zero
for (int i = 0; i < ImageOperations.GetHeight(ImageMatrix); i++)
{
for (int j = 0; j < ImageOperations.GetWidth(ImageMatrix); j++)
{
int rgb = ImageMatrix[i, j].red;
rgb = (rgb << 8) + ImageMatrix[i, j].green;
rgb = (rgb << 8) + ImageMatrix[i, j].blue;
int rgb1 = agian[rgb];
int r11 = (rgb1 >> 16) & 0xFF;
int g11 = (rgb1 >> 8) & 0xFF;
int b11 = rgb1 & 0xFF;
//mst_edges.Item2.Clear();
ImageMatrix[i, j].red = (byte)r11;
ImageMatrix[i, j].green = (byte)g11;
ImageMatrix[i, j].blue = (byte)b11;
}
}
ImageOperations.DisplayImage(ImageMatrix, pictureBox2);
stopwatch.Stop();
// Write result.
textBox2.Text = stopwatch.Elapsed.ToString();
}
private void mailestoneOne()
{
numberofcolor.Text = ImageOperations.Get_Number_of_color(ImageMatrix).ToString();
mst = ImageOperations.MST_Weight(ImageMatrix);
MST_Sum.Text = mst.Weight.ToString();
}
private void colorbutton_Click(object sender, EventArgs e)
{
colortext.Clear();
colortext.Text = ImageOperations.distinct_colour().Count.ToString();
}
public static void EncodeAndDecode(ref RGBPixel[,] ImageMatrix, BitArray seedInBit, int Tap)
{
int length = seedInBit.Length - 1;
int[] valueInDecimal = new int[1];
seedInBit.CopyTo(valueInDecimal, 0);
BitArray Seed = new BitArray(new int[] { valueInDecimal[0] });
RGBPixel[,] Imageenc = new RGBPixel[ImageOperations.GetHeight(ImageMatrix), ImageOperations.GetWidth(ImageMatrix)];
byte valueInByte = new byte();
byte[] valueAftermodification = new byte[1];
BitArray valueInBits;
for (int i = 0; i < ImageOperations.GetHeight(ImageMatrix); i++)
{
for (int j = 0; j < ImageOperations.GetWidth(ImageMatrix); j++)
{
valueInByte = ImageMatrix[i, j].red;
valueInBits = new BitArray(new byte[] { valueInByte });
BitArray SeedAfterShifting = ImageOperations.xorKEy(ref Seed, length, Tap);
ImageOperations.xorr(SeedAfterShifting, valueInBits).CopyTo(valueAftermodification, 0);
Imageenc[i, j].red = valueAftermodification[0];
valueInByte = ImageMatrix[i, j].green;
valueInBits = new BitArray(new byte[] { valueInByte });
SeedAfterShifting = ImageOperations.xorKEy(ref Seed, length, Tap);
ImageOperations.xorr(SeedAfterShifting, valueInBits).CopyTo(valueAftermodification, 0);
Imageenc[i, j].green = valueAftermodification[0];
valueInByte = ImageMatrix[i, j].blue;
valueInBits = new BitArray(new byte[] { valueInByte });
SeedAfterShifting = ImageOperations.xorKEy(ref Seed, length, Tap);
ImageOperations.xorr(SeedAfterShifting, valueInBits).CopyTo(valueAftermodification, 0);
Imageenc[i, j].blue = valueAftermodification[0];
}
}
ImageMatrix = Imageenc;
}
public static RGBPixel[,] decompress(string path)
{
int fileoffset;//Θ(1)
byte[] fileData = FileToByteArray(path);
int RedTreesize = BitConverter.ToInt32(fileData, 0); //Θ(1) n=4
Huffman huffmanRed = new Huffman(getPriorityQueue(Encoding.ASCII.GetString(fileData, 4, RedTreesize))); //Θ(N) n is size of redTree
int greenTreesize = BitConverter.ToInt32(fileData, RedTreesize + 4); //Θ(1) n=4
Huffman huffmanGreen = new Huffman(getPriorityQueue(Encoding.ASCII.GetString(fileData, 8 + RedTreesize, greenTreesize))); //Θ(N) n is size of greenTree
int blueTreesize = BitConverter.ToInt32(fileData, 8 + greenTreesize + RedTreesize); //Θ(1) n=4
Huffman huffmanBlue = new Huffman(getPriorityQueue(Encoding.ASCII.GetString(fileData, 12 + greenTreesize + RedTreesize, blueTreesize))); //Θ(N) n is size of blueTree
fileoffset = RedTreesize + blueTreesize + greenTreesize + 12; //Θ(1)
int width = BitConverter.ToInt32(fileData, fileoffset); //Θ(1) n=4
fileoffset += 4; //Θ(1)
int height = BitConverter.ToInt32(fileData, fileoffset); //Θ(1) n=4
fileoffset += 4; //Θ(1)
int seedLength = BitConverter.ToInt32(fileData, fileoffset); //Θ(1) n=4
fileoffset += 4; //Θ(1)
string seed = Encoding.ASCII.GetString(fileData, fileoffset, seedLength); //Θ(N) n is size of Seed
fileoffset += seedLength; //Θ(1)
int tap = (int)BitConverter.ToInt16(fileData, fileoffset); //Θ(1) n=2
fileoffset += 2; //Θ(1)
int redL = BitConverter.ToInt32(fileData, fileoffset); //Θ(1) n=4
fileoffset += 4; //Θ(1)
int greenL = BitConverter.ToInt32(fileData, fileoffset); //Θ(1) n=4
fileoffset += 4; //Θ(1)
int blueL = BitConverter.ToInt32(fileData, fileoffset); //Θ(1) n=4
fileoffset += 4; //Θ(1)
redL -= greenL; //Θ(1)
redL -= blueL; //Θ(1)
byte[] binR = new byte[fileData.Length - fileoffset]; //Θ(1)
Array.Copy(fileData, fileoffset, binR, 0, fileData.Length - fileoffset); //Θ(N) n is size of BinR
BitArray bR = new BitArray(binR); //Θ(N) n is size of BinR
countR = 0; //Θ(1)
countG = redL; //Θ(1)
countB = redL + greenL; //Θ(1)
RGBPixel[,] Image = new RGBPixel[width, height]; //Θ(1)
//Θ(N^2*K) K is size of binary node represation;
for (int i = 0; i < width; i++)
{
for (int j = 0; j < height; j++)
{
Image[i, j].red = getColor(huffmanRed.start, bR, ref countR); //Θ(N) n is size of binary represtation of node
Image[i, j].green = getColor(huffmanGreen.start, bR, ref countG); //Θ(N) n is size of binary represtation of node
Image[i, j].blue = getColor(huffmanBlue.start, bR, ref countB); //Θ(N) n is size of binary represtation of node
}
}
ImageOperations.encrypt(Image, tap, seed); //Θ(N^2) large between width and height
return(Image); //Θ(1)
}
private void comboBox2_SelectedIndexChanged(object sender, EventArgs e)
{
/*----------------------------------CONSTRUCTION Begin------------------------------------------------------*/
if (comboBox2.SelectedItem == "Compress")
{
int[] RedFreq = new int[256];
int[] GreenFreq = new int[256];
int[] BlueFreq = new int[256];
int height = ImageOperations.GetHeight(encryptedimg);
int width = ImageOperations.GetWidth(encryptedimg);
RGBPixel[,] CompressedImg = new RGBPixel[height, width];
for (int intializer = 0; intializer < 256; intializer++)
{
RedFreq[intializer] = 0;
GreenFreq[intializer] = 0;
BlueFreq[intializer] = 0;
}
for (int i = 0; i < height; i++)
{
for (int j = 0; j < width; j++)
{
RGBPixel pixel = encryptedimg[i, j];
RedFreq[pixel.red] += 1;
GreenFreq[pixel.green] += 1;
BlueFreq[pixel.blue] += 1;
}
}
IDictionary <byte, int> HuffmanRed = new Dictionary <byte, int>();
IDictionary <byte, int> HuffmanGreen = new Dictionary <byte, int>();
IDictionary <byte, int> HuffmanBlue = new Dictionary <byte, int>();
byte key = 0;
for (int looper = 0; looper <= 255; looper++)
{
HuffmanRed.Add(key, RedFreq[key]);
HuffmanGreen.Add(key, GreenFreq[key]);
HuffmanBlue.Add(key, BlueFreq[key]);
key++;
}
ImageEncryptCompress.HuffmanTree RedTree = new ImageEncryptCompress.HuffmanTree(HuffmanRed);
ImageEncryptCompress.HuffmanTree GreenTree = new ImageEncryptCompress.HuffmanTree(HuffmanGreen);
ImageEncryptCompress.HuffmanTree BlueTree = new ImageEncryptCompress.HuffmanTree(HuffmanBlue);
/*----------CONSTRUCTION END------------------------------------------------------*/
IDictionary <byte, string> RedEncodings = RedTree.CreateEncodings();
IDictionary <byte, string> GreenEncodings = GreenTree.CreateEncodings();
IDictionary <byte, string> BlueEncodings = BlueTree.CreateEncodings();
for (int i = 0; i < height; i++)
{
for (int j = 0; j < width; j++)
{
RGBPixel pixel = encryptedimg[i, j];
string redValue = RedEncodings[pixel.red];
string greenValue = GreenEncodings[pixel.green];
string blueValue = BlueEncodings[pixel.blue];
RGBPixel newPixel = new RGBPixel();
newPixel.red = Convert.ToByte(redValue, 2);
newPixel.green = Convert.ToByte(greenValue, 2);
newPixel.blue = Convert.ToByte(blueValue, 2);
CompressedImg[i, j] = newPixel;
}
}
// ImageOperations.DisplayImage(CompressedImg, pictureBox2);
}
}
public RGBPixel[,] encryptOrdecrypt(RGBPixel[,] ImageMatrix)
{
int width = ImageOperations.GetWidth(ImageMatrix);
string seed;
bool useAlphaPassword = false;
if (checkBox1.Checked == true)
{
useAlphaPassword = true;
}
if (useAlphaPassword)
{
seed = toBinaryString(textBox2.Text);
}
else
{
seed = textBox2.Text;
}
int tapIndex = int.Parse(textBox1.Text);
int height = ImageOperations.GetHeight(ImageMatrix);
RGBPixel[,] EncryptedImageMatrix = new RGBPixel[height, width];
for (int i = 0; i < height; i++)
{
for (int j = 0; j < width; j++)
{
RGBPixel pixel = ImageMatrix[i, j];
for (int k = 0; k < 8; k++)
{
seed = step(seed, tapIndex);
}
int index = seed.Length - 8;
string e = "";
for (int empededZ = 0; empededZ < (8 - seed.Length); empededZ++)
{
e += "0";
}
string xoringseed = seed.Length >= 8 ? seed.Substring(index, 8) : e + seed;
string newRed = xor(xoringseed, pixel.red);
for (int k = 0; k < 8; k++)
{
seed = step(seed, tapIndex);
}
index = seed.Length - 8;
e = "";
for (int empededZ = 0; empededZ < (8 - seed.Length); empededZ++)
{
e += "0";
}
xoringseed = seed.Length >= 8 ? seed.Substring(index, 8) : e + seed;
string newGreen = xor(xoringseed, pixel.green);
for (int k = 0; k < 8; k++)
{
seed = step(seed, tapIndex);
}
index = seed.Length - 8;
e = "";
for (int empededZ = 0; empededZ < (8 - seed.Length); empededZ++)
{
e += "0";
}
xoringseed = seed.Length >= 8 ? seed.Substring(index, 8) : e + seed;
string newBlue = xor(xoringseed, pixel.blue);
RGBPixel NewPixel = new RGBPixel();
NewPixel.red = binarytobyte(newRed);
NewPixel.green = binarytobyte(newGreen);
NewPixel.blue = binarytobyte(newBlue);
EncryptedImageMatrix[i, j] = NewPixel;
}
}
return(EncryptedImageMatrix);
}
private void btnOpen_Click(object sender, EventArgs e)
{
//PriorityQueue<KeyValuePair<double, KeyValuePair<RGBPixel, RGBPixel>>> P =
//new PriorityQueue<KeyValuePair<double, KeyValuePair<RGBPixel, RGBPixel>>>((int)1e8);
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);
List <RGBPixel> listOfDistColor = ExtractDistColors(ImageMatrix);
}
/* while (P.Size() > 0)
* {
* MessageBox.Show(P.Dequeue().Key.ToString());
* }*/
System.Diagnostics.Stopwatch sw = System.Diagnostics.Stopwatch.StartNew();
double ans = prim(listOfDistColor.Count, listOfDistColor);
find_cal();
adjustMatrix(ref ImageMatrix);
sw.Stop();
long time = sw.ElapsedMilliseconds;
//OpenedFilePath = openFileDialog1.FileName;
//ImageMatrix = ImageOperations.OpenImage(OpenedFilePath);
ImageOperations.DisplayImage(ImageMatrix, pictureBox2);
MessageBox.Show(ans.ToString() + " && " + listOfDistColor.Count.ToString());
MessageBox.Show("Time elapsed: " + time + "ms ");
/*int k=3;
* List<RGBPixel> centers = new List<RGBPixel>();
* Dictionary<int, int> dec = new Dictionary<int, int>();
* while (centers.Count < k)
* {
* Random rnd = new Random();
* int rd = rnd.Next(0, 1000000000)% listOfDistColor.Count;
* if (dec[rd] == 0)
* {
* centers.Add(listOfDistColor[rd]);
* dec[rd] = 1;
* }
* }
* dec.Clear();
* List<int> myList = new List<int>(listOfDistColor.Count);
* for(int ii = 0; ii < listOfDistColor.Count; ++ii)
* {
* myList[ii] = -1;
* }
* double Last_error = 0;
* while (true)
* {
* for(int ii = 0; ii < listOfDistColor.Count; ++ii)
* {
* int cid = find_cal(listOfDistColor, listOfDistColor[ii]);
* myList[ii]=cid;
*
* }
*
* }*/
txtWidth.Text = ImageOperations.GetWidth(ImageMatrix).ToString();
txtHeight.Text = ImageOperations.GetHeight(ImageMatrix).ToString();
}
private void quantizedToolStripMenuItem1_Click(object sender, EventArgs e)
{
if (Histo != null)
{
Histo.Close();
}
if (pictureBox2.Image != null)
{
Histo = new Histogram((Bitmap)pictureBox2.Image, ImageOperations.GetHeight(ImageMatrix), ImageOperations.GetWidth(ImageMatrix));
Histo.Show();
}
else
{
MessageBox.Show("Please Select an Image .");
}
}
private void button1_Click(object sender, EventArgs e)
{
ImageOperations.DisplayImage(ImageMatrix, pictureBox2);
}
private void btnGaussSmooth_Click(object sender, EventArgs e)
{
K = double.Parse(txtGaussSigma.Text);
GetConstractGrph(ImageMatrix, ImageOperations.GetHeight(ImageMatrix), ImageOperations.GetWidth(ImageMatrix));
ImageOperations.DisplayImage(ImageMatrix, pictureBox2);
}
public static void sum(int N, RGBPixel[,] image, string crack, int tapPosition)
{
long sz = 0;
int[] array_red = new int[256];
int[] array_green = new int[256];
int[] array_blue = new int[256];
int Height = ImageOperations.GetHeight(image);
int Width = ImageOperations.GetWidth(image);
for (int l = 0; l < Height; l++)
{
for (int j = 0; j < Width; j++)
{
if (array_red[image[l, j].red] == 0)
{
sz++;
}
if (array_green[image[l, j].green] == 0)
{
sz++;
}
if (array_blue[image[l, j].blue] == 0)
{
sz++;
}
array_red[image[l, j].red]++;
array_green[image[l, j].green]++;
array_blue[image[l, j].blue]++;
}
}
lock (all)
{
TMP = sz;
TMP = 768 - TMP;
if (TMP > CNTA)
{
all_sz = 0;
all[all_sz].S = crack;
all[all_sz].T = tapPosition;
all_sz++;
//FinalCrack = string.Copy(crack).ToCharArray();
CNTA = TMP;
//for (int i = 0; i < N; i++)
// FinalCrack[i] = Crack[i];
//FinalTapPosition = tapPosition;
}
else if (TMP == CNTA)
{
all[all_sz].S = crack;
all[all_sz].T = tapPosition;
all_sz++;
//FinalCrack = string.Copy(crack).ToCharArray();
CNTA = TMP;
//for (int i = 0; i < N; i++)
// FinalCrack[i] = Crack[i];
//FinalTapPosition = tapPosition;
}
}
}
private void button13_Click(object sender, EventArgs e)
{
ImageOperations.reverse(ImageMatrix, pictureBox6);
}
private void button1_Click(object sender, EventArgs e)
{
EncryptionImageMatrix = ImageOperations.EncryptImage(EncryptionImageMatrix, 6, "10001111");
ImageOperations.DisplayImage(EncryptionImageMatrix, pictureBox2);
}
private void button16_Click(object sender, EventArgs e)
{
pictureBox9.SizeMode = PictureBoxSizeMode.StretchImage;
ImageOperations.DisplayImage(ImageMatrix, pictureBox9);
}
private void EncBtn_Click(object sender, EventArgs e)
{
ImageMatrix_Enc = ImageOperations.Process(ImageMatrix, initSeedTxt.Text, Convert.ToInt32(TapIndxUpDown.Value));
ImageOperations.DisplayImage(ImageMatrix_Enc, pictureBox2);
}
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();
}
private void btnGaussSmooth_Click(object sender, EventArgs e)
{
// Begin timing.
stopwatch.Start();
int k = int.Parse(k_txt.Text);
mst_edges = prim_algo.prim_edit(my_distinct);
textBox1.Text = (Math.Round(mst_edges.Item1, 3)).ToString();
List <edges> sortedMST = prim_algo.Sort(mst_edges.Item2); // SORT O( E log|E| ) |E| -> number of edges
if (k - 1 > sortedMST.Count || k == 1 || k == 0)
{
MessageBox.Show("K is not allawed!");
return;
}
if (my_distinct.Count == 0)
{
MessageBox.Show("No Image entered !");
return;
}
int[] my_clusters = new int[sortedMST.Count + 1]; // max_size = # of V
Graph g = new Graph(my_distinct.Count, false); // construct (undirected) Graph ( vertices = # distinct color )
for (int i = k - 1; i < sortedMST.Count; i++) // skip (~ cut) longest k-1 edges then build graph from the rest
{
g.AddEdge(sortedMST[i].from, sortedMST[i].to);
}
int test = 0;
for (int i = 0; i < k - 1; i++)
{
if (MY_visited[sortedMST[i].from] == false)
{
my_clusters[sortedMST[i].from] = get_avg(g.BreadthFirstSearch(sortedMST[i].from)); test++;
}
if (MY_visited[sortedMST[i].to] == false)
{
my_clusters[sortedMST[i].to] = get_avg(g.BreadthFirstSearch(sortedMST[i].to)); test++;
}
}
int[] optimize = new int[90000000]; // all its values is zero
int size_mycluster = my_clusters.Length;
// MessageBox.Show(test.ToString());
///////////////////////////////////////////
for (int i = 0; i < ImageOperations.GetHeight(ImageMatrix); i++) //
{
for (int j = 0; j < ImageOperations.GetWidth(ImageMatrix); j++)
{
double minn = 0;
int rgb = ImageMatrix[i, j].red;
rgb = (rgb << 8) + ImageMatrix[i, j].green;
rgb = (rgb << 8) + ImageMatrix[i, j].blue;
if (optimize[rgb] == 0) // if you see this rgb befor returns its value
{
for (int count = 0; count < size_mycluster; count++)
{
int rgbb = my_clusters[count];
int r1 = (rgbb >> 16) & 0xFF;
int g1 = (rgbb >> 8) & 0xFF;
int b1 = rgbb & 0xFF;
byte r2 = ImageMatrix[i, j].red;;
byte g2 = ImageMatrix[i, j].green;
byte b2 = ImageMatrix[i, j].blue;
double dis = (((r1 - r2) * (r1 - r2) + (g1 - g2) * (g1 - g2) + (b1 - b2) * (b1 - b2)));
if (count == 0)
{
minn = dis;
optimize[rgb] = rgbb;
}
else
{
if (dis < minn)
{
minn = dis;
optimize[rgb] = rgbb;
}
}
}
}
int rgb1 = optimize[rgb];
int r11 = (rgb1 >> 16) & 0xFF;
int g11 = (rgb1 >> 8) & 0xFF;
int b11 = rgb1 & 0xFF;
//mst_edges.Item2.Clear();
ImageMatrix[i, j].red = (byte)r11;
ImageMatrix[i, j].green = (byte)g11;
ImageMatrix[i, j].blue = (byte)b11;
}
}
ImageOperations.DisplayImage(ImageMatrix, pictureBox2);
stopwatch.Stop();
// Write result.
textBox2.Text = stopwatch.Elapsed.ToString();
stopwatch.Reset();
my_distinct.Clear();
mst_edges.Item2.Clear();
}