double[] LookForOneFace(double[,] data)
{
double[,] img = data.RotateImage();
closestFace.Image = img.ImageFromArray();
double[] weights = ImageTool.getWeights(eigFaces, img, avg);
double[] cmp = ImageTool.compareWeigths(libWeights, weights);
return(cmp);
}
/// <summary>
/// entey point to form
/// </summary>
public FaceRecog()
{
InitializeComponent();
foreach (FilterInfo videoCaptureDevice in InfoCollection)
{
streamDeviceChoiceBox.Items.Add(videoCaptureDevice.Name);
}
streamDeviceChoiceBox.SelectedIndex = 1;
foreach (
VideoCapabilities format in new VideoCaptureDevice(InfoCollection[streamDeviceChoiceBox.SelectedIndex]
.MonikerString).VideoCapabilities)
{
formatsBox.Items.Add(format.FrameSize + " : " + format.AverageFrameRate + "FPS");
}
formatsBox.SelectedIndex = 1;
FData = new FrameData();
Counter = new Counter(0, 20);
CheckFaceCounter = new Counter(0, 10);
LibCount = LoadLibrary(@"../../ImageLib/cfol/",
512, 512, FACES_PER_PERSON);
avg = ImageTool.GetAvg(lib);
difLib = ImageTool.GetDifferenceArray(lib, avg);
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);
// test - eigen then Sigma weight * each eigen
}
Image image = Image.FromFile(@"../../ImageLib/cfol/0101.bmp");
QuickFaceDetect((Bitmap)image);
}
/// <summary>
///
/// </summary>
/// <param name="directory"></param>
/// <param name="width"></param>
/// <param name="height"></param>
/// <param name="subSet"></param>
/// <returns></returns>
private int LoadLibrary(string directory, int width, int height, int subSet)
{
string[] images = Directory.GetFiles(@directory, "*.bmp");
if (subSet < 1)
{
subSet = 1;
}
lib = new double[images.Length][, ];
int i = 0;
foreach (string image in images)
{
lib[i++] = ImageTool.GetArray(new Bitmap(image));
}
if (subSet > 1)
{
lib = ImageTool.avgSubsets(lib, subSet);
}
return(images.Length / subSet);
}
