CODEWITHSUNDEEP
javaandroidopencv
VasyPupkin
VasyPupkin

Reputation: 153

Crop detected face with opencv 3.0 java

I want to crop(cut off) face that I recognized with opencv3.0 on the image. I tried do this task in Java. Can you help me to do it? Bottom i fetch code that i use to save image with recognize border around a face.

package lol;

import org.opencv.core.Core;
import org.opencv.core.Mat;
import org.opencv.core.MatOfRect;
import org.opencv.core.Point;
import org.opencv.core.Rect;
import org.opencv.core.Scalar;
import org.opencv.imgcodecs.Imgcodecs;
import org.opencv.objdetect.CascadeClassifier;
import org.opencv.imgproc.Imgproc;
public class Lol {


    public static void main(String[] args) {
         System.out.println("Hello, OpenCV");

    // Load the native library.
    System.loadLibrary(Core.NATIVE_LIBRARY_NAME);
    new DetectFaceDemo().run();
    }

}
//
// Detects faces in an image, draws boxes around them, and writes the results
// to "faceDetection.png".
//
class DetectFaceDemo {
  public void run() {
    System.out.println("\nRunning DetectFaceDemo");

    // Create a face detector from the cascade file in the resources
    // directory.
    //CascadeClassifier faceDetector = new CascadeClassifier(getClass().getResource("C:/opencv/sources/data/haarcascades/haarcascade_frontalface_alt.xml").getPath());
   CascadeClassifier faceDetector = new CascadeClassifier("C:/opencv2/opencv/sources/data/haarcascades/haarcascade_frontalface_alt.xml");
   // Mat image = Imgcodecs.imread(getClass().getResource("E:/lol.png").getPath());
     Mat image = Imgcodecs.imread("E:/lol.png");
if (faceDetector.empty()){
     System.out.println("faceless");
    }
    if(image.empty()){
     System.out.println("imageless");
    }

    // Detect faces in the image.
    // MatOfRect is a special container class for Rect.
    MatOfRect faceDetections = new MatOfRect();
    faceDetector.detectMultiScale(image, faceDetections);

    System.out.println(String.format("Detected %s faces", faceDetections.toArray().length));

    // Draw a bounding box around each face.
    for (Rect rect : faceDetections.toArray()) {
        Imgproc.rectangle(image, new Point(rect.x, rect.y), new Point(rect.x + rect.width, rect.y + rect.height), new Scalar(0, 255, 0));
    }

    // Save the visualized detection.
    String filename = "E:/faceDetection.png";
    System.out.println(String.format("Writing %s", filename));
    Imgcodecs.imwrite(filename, image);
  }
}

Upvotes: 2

Views: 1679

Answers (1)

don_pablito
don_pablito

Reputation: 382

You can use found rectangles to crop faces, just like this:

for (Rect rect : faceDetections.toArray()) {
   Mat faceImage = image.submat(rect);
   Imgcodecs.imwrite(String.valueOf(System.currentTimeMillis()) + ".jpg", faceImage)
}

Upvotes: 4

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