在Java语言编程中,如何使用java检测图像中的脸?
注意:需要访问网址:http://book2s.com/java/jar/o/opencv/download-opencv-3.2.0-0.html , 下载一个OpenCV软件包。这里下载最新版本:opencv-3.2.0-vc14.exe并解压此文件到D:\software\opencv目录中。
项目结构如下图所示 -
添加一个用户自定义库:OpenCV3.2,并指配置构建路径为:D:\software\opencv\opencv\build\java\x64,如下图所示 -
注:可参考: http://blog.csdn.net/shawncheer/article/details/51098456
以下是使用Java检测图像中的脸的程序 -
package com.yiibai;
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");
}
}
执行上面示例代码,得到以下结果 -
Image processed
原图 -
在执行上面示例代码成功后,应该会在 F:\worksp\javaexamples\java_opencv\images 目录中有看到生成一个文件:facedetect_output1.jpg 。
问题
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.yiibai.CopyAndPasteAnImage.main(CopyAndPasteAnImage.java:13)
解决上述问题可通过参考: http://blog.csdn.net/shawncheer/article/details/51098456