private void LoadImage_Click(object sender, EventArgs e)
{
OpenFileDialog OFD = new OpenFileDialog();
OFD.Title = "Please Choose Image To Applay Filters";
OFD.Filter = "Images|*.png;*.jpg;*.jpeg";
button1.PerformClick();
if (OFD.ShowDialog() == DialogResult.OK)
{
ImagePath_txt.Text = OFD.FileName;
ImageControl.SetImageLocation(OFD.FileName, true);
// Adding The Picture Box To The panel
PictureBox WantToAdded = CreateNewPictureBox();
WantToAdded.Image = ImageControl.GetMainImage();
///////////
Prevoius_Images.Items.Add(OFD.FileName);
}
else
{
MessageBox.Show("Select A Vaild Image", "Error", MessageBoxButtons.OK, MessageBoxIcon.Error);
}
}
public override void ApplayObjectDetection(_Image ApplayImage)
{
_Image XsobelImage = new _Image();
XsobelImage.SetImageLocation(ApplayImage.ImageLocation, true);
// Applaying x-Sobel Opreator
X_Sobel xsolbel = new X_Sobel();
xsolbel.ApplayFilter(XsobelImage);
_Image YsobelImage = new _Image();
YsobelImage.SetImageLocation(ApplayImage.ImageLocation, true);
// Applaying Y-sobel Opreator
Y_Sobel ysobel = new Y_Sobel();
ysobel.ApplayFilter(YsobelImage);
double[,] XsolbelArray = SquerBitmap(XsobelImage.GetFilterdImageBitMap());
double[,] YsolbelArray = SquerBitmap(YsobelImage.GetFilterdImageBitMap());
YsobelImage.ReplaceMainImageWithiltedImage();
XsobelImage.ReplaceMainImageWithiltedImage();
// Get The Multipication OF 2 Image
string Message = "";
Bitmap MultBitMap = HelperFunctions.MultibleTwoImage(XsobelImage.GetFilterdImageBitMap(), YsobelImage.GetFilterdImageBitMap(), out Message);
_Image MultiImage = new _Image();
MultiImage.SetFilterdBitMap(ref MultBitMap);
MultiImage.ReplaceMainImageWithiltedImage();
// Applay Gaussian Filter
GaussianFilter NewFilter = new GaussianFilter();
NewFilter.Sigma = 2;
NewFilter.KernalSize = 7;
NewFilter.ApplayFilter(XsobelImage);
NewFilter.ApplayFilter(YsobelImage);
NewFilter.ApplayFilter(MultiImage);
Bitmap SobelXBitMap = XsobelImage.GetFilterdImageBitMap();
Bitmap SobelyBitMap = YsobelImage.GetFilterdImageBitMap();
MainImage = ApplayImage.GetMainImage();
ImageBitMap = new Bitmap(MainImage);
int imageWidth = ApplayImage.ImageWidth, ImageHieght = ApplayImage.ImageHeight;
double[,] Result = new double[ImageHieght, imageWidth];
double[,] R = new double[ImageHieght, imageWidth];
double Rmax = double.MinValue;
for (int i = 0; i < ImageHieght; i++)
{
for (int j = 0; j < imageWidth; j++)
{
double det = (SobelXBitMap.GetPixel(i, j).R *SobelyBitMap.GetPixel(i, j).R) - (MultBitMap.GetPixel(i, j).R *MultBitMap.GetPixel(i, j).R);
double trace = (SobelXBitMap.GetPixel(i, j).R + SobelyBitMap.GetPixel(i, j).R);
R[i, j] = det - (trace * trace / 100);
if (R[i, j] > Rmax)
{
Rmax = R[i, j];
}
//int RGB = (int)R[i, j];
//ImageBitMap.SetPixel(i, j, Color.FromArgb(RGB , RGB , RGB));
}
}
int count = 0;
for (int i = 2; i < ImageHieght - 1; i++)
{
for (int j = 2; j < imageWidth - 1; j++)
{
if ((R[i, j] > Rmax / 10) && (R[i, j] > R[i - 1, j - 1]) && (R[i, j] > R[i - 1, j]) && (R[i, j] > R[i - 1, j + 1]) && (R[i, j] > R[i, j - 1]) && (R[i, j] > R[i, j + 1]) && (R[i, j] > R[i + 1, j - 1]) && (R[i, j] > R[i + 1, j]) && (R[i, j] > R[i + 1, j + 1]))
{
ImageBitMap.SetPixel(i, j, Color.Red);
count++;
}
//if (R[i, j] > 0.1 * Rmax && R[i, j] > R[i - 1, j - 1] && R[i, j] > R[i - 1, j] && R[i, j] > R[i - 1, j + 1] && R[i, j] > R[i, j - 1] && R[i, j] > R[i, j + 1] && R[i, j] > R[i + 1, j - 1] && R[i, j] > R[i + 1, j] && R[i, j] > R[i + 1, j + 1])
//{
// //Result[i, j] = 1;
// ImageBitMap.SetPixel(i, j, Color.Red);
// count++;
//}
}
}
Console.WriteLine(count);
ApplayImage.SetFilterdBitMap(ref ImageBitMap);
}
