package FaceRecog;



//import com.googlecode.javacv.cpp.opencv_contrib.FaceRecognizer;

//import com.googlecode.javacv.cpp.opencv_core.IplImage;

//import com.googlecode.javacv.cpp.opencv_core.MatVector;

import java.awt.image.BufferedImage;

import static org.bytedeco.javacpp.opencv_core.IPL_DEPTH_8U;

import org.bytedeco.javacpp.opencv_core.IplImage;

import org.bytedeco.javacpp.opencv_core.MatVector;

import org.bytedeco.javacpp.opencv_face.FaceRecognizer;

import static org.bytedeco.javacpp.opencv_face.createEigenFaceRecognizer;

import static org.bytedeco.javacpp.opencv_imgcodecs.cvLoadImage;

import static org.bytedeco.javacpp.opencv_imgproc.CV_BGR2GRAY;

import static org.bytedeco.javacpp.opencv_imgproc.cvCvtColor;





public class FaceRecognition {



    public void checkFace(String imagePath, BufferedImage frame) {

        // Video Camera Frame       

        IplImage getVCFrame = new IplImage();

        getVCFrame = IplImage.createFrom(frame);



        // Frame from Storage

        IplImage img;

        IplImage grayImg;

        int numberOfImages = 1;

        int label;



        MatVector images = new MatVector(numberOfImages);

        int[] labels = new int[numberOfImages];



        img = cvLoadImage(imagePath);

        label = 1;

        grayImg = IplImage.create(img.width(), img.height(), IPL_DEPTH_8U, 1);

        cvCvtColor(img, grayImg, CV_BGR2GRAY);



        images.put(0, img);

        labels[0] = label;



        IplImage GrayVCFrame = IplImage.create(getVCFrame.width(), getVCFrame.height(), IPL_DEPTH_8U, 1);





//        FaceRecognizer fr = createFisherFaceRecognizer();

        FaceRecognizer fr = createEigenFaceRecognizer();

        // FaceRecognizer faceRecognizer = createLBPHFaceRecognizer();



        fr.train(images, labels);

        cvCvtColor(getVCFrame, GrayVCFrame, CV_BGR2GRAY);

    }

}