JavaCV - Try to create a class for face recognition that is going to be used on desktop computer [closed]
Is it possible for face recognition class to recognize a face with only 1 image in the database? I am only using frontal faces and I would like to use fisherfaces algorithm.
Anyway i am trying to implement a method based on the samples i found on the internet, it is not complete yet and not tested.
The method will use a frame from the video capture which returns Mat, the Mat frame is converted into bufferedImage and I am sending this bufferedImage as a parameter to this method that i am intending to use for face recognition. How ever when i am using
IplImage getVCFrame = createFrom(frame)
it says that createFrom(BufferedImage) is undefined. I want this to convert the buffered Image to IplImage.
Here is my rest of the code till now, (be aware that it is not complete, i just want to figure out why eclipse is giving me undefined error)
package Function;
import com.googlecode.javacv.cpp.opencv_core;
import static com.googlecode.javacv.cpp.opencv_highgui.*;
import static com.googlecode.javacv.cpp.opencv_core.*;
import static com.googlecode.javacv.cpp.opencv_imgproc.*;
import static com.googlecode.javacv.cpp.opencv_contrib.*;
import java.awt.image.BufferedImage;
import java.io.File;
import java.io.FilenameFilter;
import org.opencv.core.Mat;
public class FaceRecognition {
public void checkFace(String imagePath, BufferedImage frame) {
// Video Camera Frame
IplImage getVCFrame = new IplImage();
getVCFrame = 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 faceRecognizer = createEigenFaceRecognizer();
// FaceRecognizer faceRecognizer = createLBPHFaceRecognizer();
fr.train(images, labels);
cvCvtColor(getVCFrame, GrayVCFrame, CV_BGR2GRAY);
}
}
At first I was using OpenCV for face detection but when It came to face recognition i couldn't find any help and tutorials, so I imported JavaCV to try and use it for face recognition
This forum is scoped to OpenCV. Ask JavaCV questions at https://groups.google.com/forum/#!forum/javacv
thank you
do you know any tutorials that uses openCV for face recognition on java?