private void gabordataextract(string s)
{
string dupImagePath = s;
featuredata = featuredata + "\n";
Bitmap org1 = (Bitmap)Accord.Imaging.Image.FromFile(dupImagePath);
Accord.Imaging.Filters.GrayscaleBT709 gr = new Accord.Imaging.Filters.GrayscaleBT709();
org1 = gr.Apply(org1);
//Bitmap org2 = (Bitmap)org1.Clone();
//Accord.Imaging.Filters.Difference filter = new Accord.Imaging.Filters.Difference(org2);
//var noisefilter = new Accord.Imaging.Filters.SimpleSkeletonization();
//Bitmap org0 = noisefilter.Apply(org1);
//var noisefilter2 = new Accord.Imaging.Filters.BilateralSmoothing();
//org0 = noisefilter2.Apply(org0);
//org0 = noisefilter2.Apply(org0);
//org1 = filter.Apply(org0);
GaborFilter gfilter = new GaborFilter();
{
gfilter.Sigma = 2;
{
gfilter.Lambda = 5;
/////
gfilter.Theta = 15;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 45;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 90;
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 135;
featuredata = featuredata + Runal(gfilter, org1) + ",";
///////////
}
{
gfilter.Lambda = 25;
/////
gfilter.Theta = 0;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 45;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 90;
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 135;
featuredata = featuredata + Runal(gfilter, org1) + ",";
///////////
///
}
{
gfilter.Lambda = 40;
/////
gfilter.Theta = 0;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 45;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 90;
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 135;
featuredata = featuredata + Runal(gfilter, org1) + ",";
///////////
}
}
{
gfilter.Sigma = 4;
{
gfilter.Lambda = 15;
/////
gfilter.Theta = 0;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 45;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 90;
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 135;
featuredata = featuredata + Runal(gfilter, org1) + ",";
///////////
}
{
gfilter.Lambda = 25;
/////
gfilter.Theta = 0;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 45;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 90;
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 135;
featuredata = featuredata + Runal(gfilter, org1) + ",";
///////////
///
}
{
gfilter.Lambda = 40;
/////
gfilter.Theta = 0;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 45;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 90;
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 135;
featuredata = featuredata + Runal(gfilter, org1) + ",";
///////////
}
}
{
gfilter.Sigma = 5;
{
gfilter.Lambda = 15;
/////
gfilter.Theta = 0;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 45;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 90;
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 135;
featuredata = featuredata + Runal(gfilter, org1) + ",";
///////////
}
{
gfilter.Lambda = 25;
/////
gfilter.Theta = 0;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 45;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 90;
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 135;
featuredata = featuredata + Runal(gfilter, org1) + ",";
///////////
///
}
{
gfilter.Lambda = 40;
/////
gfilter.Theta = 0;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 45;
// Apply the filter
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 90;
featuredata = featuredata + Runal(gfilter, org1) + ",";
gfilter.Theta = 135;
featuredata = featuredata + Runal(gfilter, org1) + ",";
}
}
featuredata = featuredata + label;
Console.WriteLine(featuredata + label);
}
