image-processing/src/main/java/com/baeldung/imageprocessing/opencv/FaceDetection.java - master - NikolayIvkin/tutorials1

image-processing/src/main/java/com/baeldung/imageprocessing/opencv/FaceDetection.java

56 строк2 KB

Sam Millington

Added code for open-cv (#8657)

08 фев 2020, 21:18

08 фев 2020, 21:189391ed8

package com.baeldung.imageprocessing.opencv;

import org.opencv.core.Mat;
import org.opencv.core.MatOfByte;
import org.opencv.core.MatOfRect;
import org.opencv.core.Rect;
import org.opencv.core.Scalar;
import org.opencv.core.Size;
import org.opencv.imgcodecs.Imgcodecs;
import org.opencv.imgproc.Imgproc;
import org.opencv.objdetect.CascadeClassifier;
import org.opencv.objdetect.Objdetect;
import javafx.scene.image.Image;
import java.io.ByteArrayInputStream;

public class FaceDetection {

    public static Mat loadImage(String imagePath) {
        Imgcodecs imageCodecs = new Imgcodecs();
        return imageCodecs.imread(imagePath);
    }

    public static void saveImage(Mat imageMatrix, String targetPath) {
        Imgcodecs imgcodecs = new Imgcodecs();
        imgcodecs.imwrite(targetPath, imageMatrix);
    }

    public static void detectFace(String sourceImagePath, String targetImagePath) {
        Mat loadedImage = loadImage(sourceImagePath);
        MatOfRect facesDetected = new MatOfRect();
        CascadeClassifier cascadeClassifier = new CascadeClassifier();
        int minFaceSize = Math.round(loadedImage.rows() * 0.1f);
        cascadeClassifier.load("./src/main/resources/haarcascades/haarcascade_frontalface_alt.xml");
        cascadeClassifier.detectMultiScale(loadedImage,
                facesDetected,
                1.1,
                3,
                Objdetect.CASCADE_SCALE_IMAGE,
                new Size(minFaceSize, minFaceSize),
                new Size()
        );
        Rect[] facesArray =  facesDetected.toArray();
        for(Rect face : facesArray) {
            Imgproc.rectangle(loadedImage, face.tl(), face.br(), new Scalar(0, 0, 255), 3 );
        }
        saveImage(loadedImage, targetImagePath);
    }

    public Image mat2Img(Mat mat) {
        MatOfByte bytes = new MatOfByte();
        Imgcodecs.imencode("img", mat, bytes);
        ByteArrayInputStream inputStream = new ByteArrayInputStream(bytes.toArray());
        Image img = new Image(inputStream); return img;
    }

}