private ArrayList Recognize()
{
ArrayList Info = new ArrayList();
double[] Data = Image_Processing.ToMatrix(PBMain.ImageOnPanel, (int)NUDHeight.Value, (int)NUDWidth.Value);
foreach (double Pixel in Data)
{
Info.Add(Pixel);
}
return(Info);
}
private void LoadTrainingSet()
{
if (CBFD.Checked)
{
imageList1.Images.Clear();
termCrit = new MCvTermCriteria(0.001);
imgRecognizer = new EigenObjectRecognizer(emguImages, emguImagesLabels, 25, ref termCrit);
Dictionary <Matrix <float>, Image <Gray, float> > Entries = new Dictionary <Matrix <float>, Image <Gray, float> >();
for (int i = 0; i < imgRecognizer.EigenImages.Length; i++)
{
Entries.Add(imgRecognizer.EigenValues[i], imgRecognizer.EigenImages[i]);
imageList1.Images.Add(Image.FromHbitmap(imgRecognizer.EigenImages[i].Bitmap.GetHbitmap()));
}
SetImages();
KeyValuePair <int, double>[] sortedDic;
ArrayList Data = new ArrayList();
foreach (Matrix <float> T in imgRecognizer.EigenValues)
{
Dictionary <int, double> Temp = new Dictionary <int, double>();
for (int i = 0; i < T.Data.Length; i++)
{
Temp.Add(i, T.Data[i, 0]);
}
var V = (from entry in Temp orderby entry.Value descending select entry);
sortedDic = V.ToArray();
Data.Add(sortedDic);
}
ArrayList EigenVectors = new ArrayList();
for (int i = 0; i < Data.Count; i++)
{
KeyValuePair <int, double>[] Test = (KeyValuePair <int, double>[])Data[i];
double[] Vector = new double[25];
for (int j = 0; j < 25; j++)
{
//Vector[j]=imgRecognizer.EigenImages[i].Data
}
}
}
ArrayList Response = new ArrayList();
for (int i = 0; i < imageList1.Images.Count; i++)
{
Response.Add(0);
}
int RIndex = 0;
foreach (Image IM in imageList1.Images)
{
Response[RIndex] = 1;
ArrayList Info = new ArrayList();
Bitmap B = new Bitmap(IM);
double[] Data = Image_Processing.ToMatrix(B, IM.Size.Height, IM.Size.Width);
int Counter = 0;
foreach (double Pixel in Data)
{
Info.Add(Pixel);
Counter++;
}
Manager.ExternalDataSource.Add(Response, Info);
Response = new ArrayList();
for (int i = 0; i < imageList1.Images.Count; i++)
{
Response.Add(0);
}
RIndex++;
}
MainInterface_Ref.TSSStatusLbl.Text = "Done Loading.";
}
