private void button3_Click(object sender, EventArgs e)
{
if (openFileDialog1.ShowDialog() == DialogResult.OK)
{
MessageBox.Show(this, "Every CLUSTER will be in a specific color", "Information", MessageBoxButtons.OK, MessageBoxIcon.Information);
label8.Visible = true;
//System.Threading.Thread.Sleep(20);
this.Update();
ReadImage r = new ReadImage(@openFileDialog1.FileName);
double[][] data = r.getData;
double[][] res;
bool[][] mim;
CLUSTER c = new CLUSTER(data, clustersNumber, exp, eps);
if (algoType == 0)
{
res = c.ClusterMyDataByC_Mean();
}
else
{
res = c.clusterByGK(P);
}
mim = c.cluster_BY_data();
//System.
pictureBox2.BackgroundImage = r.IMAGE.Bitmap;
UnsafeBitmap temp = new UnsafeBitmap(r.IMAGE.Width, r.IMAGE.Height);
temp.LockBitmap();
for (int x = 0; x < mim[0].Length; x++)
{
for (int y = 0; y < mim.Length; y++)
{
if (mim[y][x])
{
temp.SetPixel(x % temp.Width, x / temp.Width, new PixelData(COLORS[y].R, COLORS[y].G, COLORS[y].B));
break;
}
}
}
pictureBox3.BackgroundImage = temp.Bitmap;
temp.UnlockBitmap();
r.IMAGE.UnlockBitmap();
}
label8.Visible = false;
}
private void loadImage()
{
map = new UnsafeBitmap(new System.Drawing.Bitmap(@path));
map.LockBitmap();
PixelData pi;
data = new double[map.Width * map.Height][];
for (int y = 0; y < map.Height; y++)
{
for (int x = 0; x < map.Width; x++)
{
pi = map.GetPixel(x, y);
data[y * map.Width + x] = new double[5];
data[y * map.Width + x][0] = pi.red;
data[y * map.Width + x][1] = pi.green;
data[y * map.Width + x][2] = pi.blue;
data[y * map.Width + x][3] = x;
data[y * map.Width + x][4] = y;
}
}
}
private void button2_Click(object sender, EventArgs e)
{
ReadImage r = new ReadImage(@"G:\HandWriting\logo_4.bmp");
double[][] data = r.getData;
double[][] res;
bool[][] mim;
CLUSTER c = new CLUSTER(data, 6, 2, 0.0001);
res = c.ClusterMyDataByC_Mean();
mim = c.cluster_BY_data();
// pictureBox1.BackgroundImage = r.IMAGE.Bitmap;
UnsafeBitmap temp = new UnsafeBitmap(r.IMAGE.Width, r.IMAGE.Height);
PixelData[] colors = new PixelData[6];
colors[0] = new PixelData(Color.Coral.R, Color.Coral.G, Color.Coral.B);
colors[1] = new PixelData(Color.Peru.R, Color.Peru.G, Color.Peru.B);
colors[2] = new PixelData(Color.Goldenrod.R, Color.Goldenrod.G, Color.Goldenrod.B);
colors[3] = new PixelData(Color.DarkKhaki.R, Color.DarkKhaki.G, Color.DarkKhaki.B);
colors[4] = new PixelData(Color.Yellow.R, Color.Yellow.G, Color.Yellow.B);
colors[5] = new PixelData(Color.WhiteSmoke.R, Color.WhiteSmoke.G, Color.WhiteSmoke.B);
temp.LockBitmap();
for (int x = 0; x < mim[0].Length; x++)
{
for (int y = 0; y < mim.Length; y++)
{
if (mim[y][x])
{
temp.SetPixel(x % temp.Width, x / temp.Width, colors[y]);
break;
}
}
}
// pictureBox2.BackgroundImage = temp.Bitmap;
temp.UnlockBitmap();
r.IMAGE.UnlockBitmap();
}