如何使用java檢測圖像中的臉?

在Java語言編程中,如何使用java檢測圖像中的臉?

注意:需要訪問網址:http://book2s.com/java/jar/o/opencv/download-opencv-3.2.0-0.html , 下載一個OpenCV軟體包。這裏下載最新版本:opencv-3.2.0-vc14.exe並解壓此檔到D:\software\opencv目錄中。

專案結構如下圖所示 -

添加一個用戶自定義庫:OpenCV3.2,並指配置構建路徑為:D:\software\opencv\opencv\build\java\x64,如下圖所示 -

注:可參考: http://blog.csdn.net/shawncheer/article/details/51098456

以下是使用Java檢測圖像中的臉的程式 -

package com.zaixian;

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 DetectingFaceInAnImage {
   public static void main (String[] args) {

      //Loading the OpenCV core library
      System.loadLibrary( Core.NATIVE_LIBRARY_NAME );

      //Reading the Image from the file and storing it in to a Matrix object
      String file = "images/zhanlang.jpg";
      Mat src = Imgcodecs.imread(file);

      //Instantiating the CascadeClassifier
      String xmlFile = "images/lbpcascade_frontalface.xml";
      CascadeClassifier classifier = new CascadeClassifier(xmlFile);

      //Detecting the face in the snap
      MatOfRect faceDetections = new MatOfRect();
      classifier.detectMultiScale(src, faceDetections);
      System.out.println(String.format("Detected %s faces",
         faceDetections.toArray().length));

      //Drawing boxes
      for (Rect rect : faceDetections.toArray()) {
         Imgproc.rectangle(src,       //where to draw the box
         new Point(rect.x, rect.y),   //bottom left
         new Point(rect.x + rect.width, rect.y + rect.height),  //top right
         new Scalar(0, 0, 255),
         3);    //RGB color
      }
      //Writing the image
      Imgcodecs.imwrite("images/facedetect_output1.jpg", src);

      System.out.println("Image Processed");
   }
}

執行上面示例代碼,得到以下結果 -

Image processed

原圖 -

在執行上面示例代碼成功後,應該會在 F:\worksp\javaexamples\java_opencv\images 目錄中有看到生成一個檔:facedetect_output1.jpg

問題

F:\worksp\javaexamples\java_opencv
Exception in thread "main" java.lang.UnsatisfiedLinkError: no opencv_java320 in java.library.path
    at java.lang.ClassLoader.loadLibrary(Unknown Source)
    at java.lang.Runtime.loadLibrary0(Unknown Source)
    at java.lang.System.loadLibrary(Unknown Source)
    at com.zaixian.CopyAndPasteAnImage.main(CopyAndPasteAnImage.java:13)

解決上述問題可通過參考: http://blog.csdn.net/shawncheer/article/details/51098456


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