I am totally new to OpenCV. I am able to detect the face from webCam. I am little bit confused how to save detected face, how to save and recognized if again that person come again in front of camera.
Detection code
private void detectAndDisplay(Mat frame)
{
MatOfRect faces = new MatOfRect();
Mat grayFrame = new Mat();
// convert the frame in gray scale
Imgproc.cvtColor(frame, grayFrame, Imgproc.COLOR_BGR2GRAY);
// equalize the frame histogram to improve the result
Imgproc.equalizeHist(grayFrame, grayFrame);
// compute minimum face size (20% of the frame height, in our case)
if (this.absoluteFaceSize == 0)
{
int height = grayFrame.rows();
if (Math.round(height * 0.2f) > 0)
{
this.absoluteFaceSize = Math.round(height * 0.2f);
}
}
// detect faces
this.faceCascade.detectMultiScale(grayFrame, faces, 1.1, 2, 0 | Objdetect.CASCADE_SCALE_IMAGE,
new Size(this.absoluteFaceSize, this.absoluteFaceSize), new Size());
// each rectangle in faces is a face: draw them!
Rect[] facesArray = faces.toArray();
for (int i = 0; i < facesArray.length; i++)
Imgproc.rectangle(frame, facesArray[i].tl(), facesArray[i].br(), new Scalar(0, 255, 0), 3);
}
I got solution
for (Rect rect : facesArray) {
Imgproc.rectangle(frame, new Point(rect.x, rect.y), new Point(rect.x + rect.width, rect.y + rect.height),
new Scalar(0, 255, 0)); // frame is Mat
rectCrop = new Rect(rect.x, rect.y, rect.width, rect.height);
Mat image_roi = new Mat(frame,rectCrop);
Imgcodecs.imwrite("./face"+ i +".jpg",image_roi);
i++;
}
Now , I can cropped multiple faces