Desktop: OpenCV FaceDetector

Goal
Test OpenCV face detector.

OpenCV_FaceDetector.java


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.imgproc.Imgproc;
import org.opencv.objdetect.CascadeClassifier;

public class OpenCV_FaceDetector {
    public static void main(String[] args) {

        System.loadLibrary(Core.NATIVE_LIBRARY_NAME);
        System.out.println("\nRunning FaceDetector");
        CascadeClassifier faceDetector = new CascadeClassifier("D:\\projects\\Java\\opencv\\build\\etc\\haarcascades\\haarcascade_frontalface_alt.xml");
        Mat image = Imgcodecs.imread("D:\\projects\\Java\\OpenCV_Samples\\resource\\imgs\\lena.jpg ");

        MatOfRect faceDetections = new MatOfRect();
        faceDetector.detectMultiScale(image, faceDetections);

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

        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),3);
        }

        String filename = "D:\\projects\\Java\\OpenCV_Samples\\resource\\imgs\\lena-FaceDetector.jpg ";
        System.out.println(String.format("Writing %s", filename));
        Imgcodecs.imwrite(filename, image);
    }
}

Result
![lena-FaceDetector.jpg](https://qiita-image-store.s3.ap-northeast-1.amazonaws.com/0/276243/b3dc24da-b4cf-2dfc-569b-7f46ca8dd30e.jpeg)

Recommended Posts

Desktop: OpenCV FaceDetector
Desktop: OpenCV FaceDetector By WebCam
Desktop: OpenCV Threshold
Desktop: OpenCV BilateralFilterBlur
Desktop: OpenCV Dilate
Desktop: OpenCV Expand
Desktop: OpenCV Affine
Desktop: OpenCV Emboss
Desktop: OpenCV CLAHE
Desktop: OpenCV Ellipse2Poly
Desktop: OpenCV Polylines
Desktop: OpenCV Denoise
Desktop: OpenCV Sharpness
Desktop: OpenCV Concat
Desktop: OpenCV OpenCV_SalonUseBlurAddWeighted
Desktop: OpenCV Erode
Desktop: OpenCV Denoise
Desktop: OpenCV Watershed
Desktop: OpenCV Text
Desktop: OpenCV Inpaint
Desktop: OpenCV StereoSGBM
Desktop: OpenCV Spot
Desktop: OpenCV Canny
Desktop: OpenCV Denoise3
Desktop: OpenCV Histogram
Desktop: OpenCV Dft
Desktop: OpenCV Decolor
Desktop: OpenCV Denoise2
Desktop: OpenCV StereoBM
Desktop: OpenCV Kirsch Filter
Desktop: OpenCV Laplacian Filter 2
Desktop: OpenCV Illumination Change
Desktop: OpenCV Add WaterMark
Desktop: OpenCV Fill ConvexPoly
Desktop: OpenCV Grab Cut
Desktop: OpenCV Sharpness Gui
Desktop: OpenCV Color Change
Desktop: OpenCV Freichennel Filter
Desktop: OpenCV Adaptive Threshold
Desktop: OpenCV Draw Circle
Desktop: OpenCV Fill Poly
Desktop: OpenCV Java Repository
Desktop: OpenCV Sobel Filter2
Desktop: OpenCV pyrMeanShift Filter
Desktop: OpenCV OpticalFlow PyrLK
Desktop: OpenCV Virtual Piano
Desktop: OpenCV merge Picture
Desktop: Opencv webcam preview
Desktop: OpenCV Laplacian Filter
Desktop: OpenCV Median Blur
Desktop: OpenCV Add Broad
Desktop: OpenCV Robinson Filter
Desktop: OpenCV record video
Desktop: OpenCV Texture Flatting
Desktop: OpenCV Flood Fill
Desktop: OpenCV color space
Desktop: OpenCV resize image
Desktop: OpenCV Pencil Sketch
Desktop: OpenCV Color Map
Desktop: OpenCV Seamless Clone
Desktop: OpenCV Draw Point