OpenCV使用" haarcascade_eye.xml"在Java中

时间:2017-06-02 08:37:05

标签: java eclipse opencv opencv3.1

我使用opencv和java进行项目,我只需要检测脸部图像的睁眼。但是使用java代码我会使用它来检测闭眼和睁眼。下面是我的代码。

这是如何在eclipse中设置OpenCV的网址 - http://docs.opencv.org/2.4/doc/tutorials/introduction/java_eclipse/java_eclipse.html

import org.opencv.core.Core;
import org.opencv.core.Mat;
import org.opencv.core.MatOfRect;import org.opencv.core.Size;
import org.opencv.objdetect.CascadeClassifier;
import org.opencv.imgcodecs.Imgcodecs;


public class Hello {

 public static void main( String[] args )
   {



        System.loadLibrary(Core.NATIVE_LIBRARY_NAME);
        System.out.println("\nRunning FaceDetector");

        CascadeClassifier faceDetector = new CascadeClassifier("C:\\opencv\\sources\\data\\haarcascades\\haarcascade_frontalface_alt.xml");
        CascadeClassifier eyeDetector = new CascadeClassifier("C:\\opencv\\sources\\data\\haarcascades\\haarcascade_eye.xml");

        Mat image = Imgcodecs.imread("E:/hasah/PPHOTOO/seanciminoeyesclosedlar.jpg");


        String faces;
        String eyes;


        MatOfRect faceDetections = new MatOfRect();
        MatOfRect eyeDetections = new MatOfRect();

        Mat face;
        Mat crop = null;
        Mat circles = new Mat();
        faceDetector.detectMultiScale(image, faceDetections);

   System.out.println("face detectino array size: " + faceDetections.toArray().length);
   for (int i = 0; i< faceDetections.toArray().length; i++){

            faces = "Face"+i+".png";

             face = image.submat(faceDetections.toArray()[i]);
             crop = face.submat(4, (2*face.width())/3, 0, face.height());
            Imgcodecs.imwrite(faces, face);
             eyeDetector.detectMultiScale(crop, eyeDetections, 1.1, 2, 0,new Size(30,30), new Size()); 

             if(eyeDetections.toArray().length ==0){

                 System.out.println(" Not a face" + i);
             }else{

                 System.out.println("Face with " + eyeDetections.toArray().length + "eyes" );

                 for (int j = 0; j< eyeDetections.toArray().length ; j++){

                    System.out.println("Eye" );
                    Mat eye = crop.submat(eyeDetections.toArray()[j]);
                    eyes = "Eye"+j+".png";
                    Imgcodecs.imwrite(eyes, eye);

                 }
             }
         }

   }

}

0 个答案:

没有答案