private void bulkExtractGLCMToolStripMenuItem_Click(object sender, EventArgs e)
{
if (fbd.ShowDialog() == System.Windows.Forms.DialogResult.OK)
{
string[] file_extensions = new string[8] {
"*.png", "*.jpg", "*.jpeg", "*.jfif", "*.bmp", "*.tif", "*.tiff", "*.gif"
};
IEnumerable <string> filenames = new List <string>();
foreach (string s in file_extensions)
{
filenames = filenames.Concat(Directory.GetFiles(fbd.SelectedPath, s, SearchOption.AllDirectories).ToList());
}
string to_write = "";
HaralickGLCM haralickglcm;
to_write += "filename,";
to_write += "m_f1,";
to_write += "m_f2,";
to_write += "m_f3,";
to_write += "m_f4,";
to_write += "m_f5,";
to_write += "m_f6,";
to_write += "m_f7,";
to_write += "m_f8,";
to_write += "m_f9,";
to_write += "m_f10,";
to_write += "m_f11,";
to_write += "m_f12,";
to_write += "m_f13,";
to_write += "m_f14,";
to_write += "r_f1,";
to_write += "r_f2,";
to_write += "r_f3,";
to_write += "r_f4,";
to_write += "r_f5,";
to_write += "r_f6,";
to_write += "r_f7,";
to_write += "r_f8,";
to_write += "r_f9,";
to_write += "r_f10,";
to_write += "r_f11,";
to_write += "r_f12,";
to_write += "r_f13,";
to_write += "r_f14\n";
bool validAll = false;
int g = 8, d = 1;
do
{
try
{
g = Convert.ToInt32(Interaction.InputBox("Input g:", "Gray-tone Level"));
d = Convert.ToInt32(Interaction.InputBox("Input d:", "Distance"));
validAll = true;
}
catch (Exception ex)
{
MessageBox.Show("Please input valid numeric values!");
}
} while (!validAll);
foreach (string filename in filenames)
{
Console.WriteLine(" Processing: " + Path.GetFileName(filename));
haralickglcm = new HaralickGLCM(ImageProcessing.grayscale(ImageProcessing.scale(new Bitmap(filename), 500, 500)), g, d);
to_write += Path.GetFileName(filename) + ",";
to_write += haralickglcm.MeanF1 + ",";
to_write += haralickglcm.MeanF2 + ",";
to_write += haralickglcm.MeanF3 + ",";
to_write += haralickglcm.MeanF4 + ",";
to_write += haralickglcm.MeanF5 + ",";
to_write += haralickglcm.MeanF6 + ",";
to_write += haralickglcm.MeanF7 + ",";
to_write += haralickglcm.MeanF8 + ",";
to_write += haralickglcm.MeanF9 + ",";
to_write += haralickglcm.MeanF10 + ",";
to_write += haralickglcm.MeanF11 + ",";
to_write += haralickglcm.MeanF12 + ",";
to_write += haralickglcm.MeanF13 + ",";
to_write += haralickglcm.MeanF14 + ",";
to_write += haralickglcm.RangeF1 + ",";
to_write += haralickglcm.RangeF2 + ",";
to_write += haralickglcm.RangeF3 + ",";
to_write += haralickglcm.RangeF4 + ",";
to_write += haralickglcm.RangeF5 + ",";
to_write += haralickglcm.RangeF6 + ",";
to_write += haralickglcm.RangeF7 + ",";
to_write += haralickglcm.RangeF8 + ",";
to_write += haralickglcm.RangeF9 + ",";
to_write += haralickglcm.RangeF10 + ",";
to_write += haralickglcm.RangeF11 + ",";
to_write += haralickglcm.RangeF12 + ",";
to_write += haralickglcm.RangeF13 + ",";
to_write += haralickglcm.RangeF14 + ",";
to_write += "\n";
haralickglcm = null;
}
StreamWriter sw = new StreamWriter(fbd.SelectedPath + "\\glcm.csv");
sw.Write(to_write);
sw.Close();
Console.WriteLine("Finished!");
MessageBox.Show("GLCM Extraction Finished!\n Look at your results at:\n" + fbd.SelectedPath + "\\glcm.csv");
}
}
