private void MainForm_Load(object sender, EventArgs e)
{
mainBmp = new Bitmap(Image.FromFile("./plane.bmp"));
pb_main.Image = mainBmp;
double[,] img = ImageTool.GetGreyScale(mainBmp);
ImageTool.SetImage(mainBmp, img);
int libCount = LoadLibrary("./imgLib", mainBmp.Width, mainBmp.Height, FACES_PER_PERSON);
avg = ImageTool.GetAvg(lib);
difLib = ImageTool.GetDifferenceArray(lib, avg);
sb_lib.Maximum = libCount;
libBmp = new Bitmap(mainBmp.Width, mainBmp.Height);
EigenObject eigVects = ImageTool.GetEigen(ImageTool.GetA(lib));
ImageTool.normalize(eigVects.vectors);
eigFaces = ImageTool.getEigenFaces(eigVects.vectors, difLib);
libWeights = new double[lib.Length][];
for (int i = 0; i < lib.Length; i++)
{
libWeights[i] = ImageTool.getWeights(eigFaces, lib[i], avg);
}
double[] weights = ImageTool.getWeights(eigFaces, img, avg);
comp = ImageTool.compareWeigths(libWeights, weights);
int p = ImageTool.smallestVal(comp);
lb_person.Text = "Person: " + p;
recon = ImageTool.reconstruct(weights, eigFaces, avg);
ImageTool.normalize(recon, 255);
pb_lib.Image = libBmp;
ImageTool.SetImage(libBmp, lib[p]);
sb_lib.Value = p;
}
public FaceRecog()
{
mainBmp = new Bitmap(Image.FromFile("./plane.bmp"));
//Would be picturebox of compared image.
//pb_main.Image = mainBmp;
double[,] img = ImageTool.GetGreyScale(mainBmp);
ImageTool.SetImage(mainBmp, img);
int libCount = LoadLibrary("./imgLib", mainBmp.Width, mainBmp.Height, FACES_PER_PERSON);
avg = ImageTool.GetAvg(lib);
difLib = ImageTool.GetDifferenceArray(lib, avg);
//Would be scrollbar
//sb_lib.Maximum = libCount;
libBmp = new Bitmap(mainBmp.Width, mainBmp.Height);
EigenObject eigVects = ImageTool.GetEigen(ImageTool.GetA(lib));
ImageTool.normalize(eigVects.vectors);
eigFaces = ImageTool.getEigenFaces(eigVects.vectors, difLib);
libWeights = new double[lib.Length][];
for (int i = 0; i < lib.Length; i++)
{
libWeights[i] = ImageTool.getWeights(eigFaces, lib[i], avg);
}
double[] weights = ImageTool.getWeights(eigFaces, img, avg);
comp = ImageTool.compareWeigths(libWeights, weights);
int p = ImageTool.smallestVal(comp);
//Would be guess of face
//lb_person.Text = "Person: " + p;
recon = ImageTool.reconstruct(weights, eigFaces, avg);
ImageTool.normalize(recon, 255);
//would be displaying the image.
//pb_lib.Image = libBmp;
ImageTool.SetImage(libBmp, lib[p]);
//Would be setting scrollbar to correct position
//sb_lib.Value = p;
}
