OpenCV_Histogram.java
import java.awt.EventQueue;
import javax.swing.ImageIcon;
import javax.swing.JFrame;
import javax.swing.JLabel;
import java.awt.image.BufferedImage;
import org.opencv.core.Core;
import org.opencv.core.CvType;
import org.opencv.core.Mat;
import org.opencv.core.MatOfFloat;
import org.opencv.core.MatOfInt;
import org.opencv.core.Point;
import org.opencv.core.Scalar;
import org.opencv.imgcodecs.Imgcodecs;
import org.opencv.imgproc.Imgproc;
import javax.swing.JButton;
import java.awt.event.ActionListener;
import java.awt.event.ActionEvent;
import java.util.ArrayList;
import java.util.List;
public class OpenCV_Histogram {
static {System.loadLibrary(Core.NATIVE_LIBRARY_NAME);}
private JFrame frmjavaSwing;
/**
* Launch the application.
*/
public static void main(String[] args){
EventQueue.invokeLater(new Runnable() {
public void run() {
try {
OpenCV_Histogram window = new OpenCV_Histogram();
window.frmjavaSwing.setVisible(true);
} catch (Exception e) {
e.printStackTrace();
}
}
});
}
/**
* Create the application.
*/
public OpenCV_Histogram() {
initialize();
}
/**
* Initialize the contents of the frame.
*/
private void initialize() {
final Mat source = Imgcodecs.imread("D:\\projects\\Java\\OpenCV_Samples\\resource\\imgs\\lena.jpg ");
BufferedImage image=matToBufferedImage(source);
frmjavaSwing = new JFrame();
frmjavaSwing.setTitle("opencv Histogram statistics practice");
frmjavaSwing.setBounds(100, 100, 780, 620);
frmjavaSwing.setDefaultCloseOperation(JFrame.EXIT_ON_CLOSE);
frmjavaSwing.getContentPane().setLayout(null);
final JLabel lblNewLabel_histogram = new JLabel("");
lblNewLabel_histogram.setBounds(250, 10, 512, 551);
frmjavaSwing.getContentPane().add(lblNewLabel_histogram);
final JLabel lblNewLabel = new JLabel("");
lblNewLabel.setBounds(5, 60, image.getHeight()+10, image.getWidth()+10);
lblNewLabel.setIcon(new ImageIcon(image));
frmjavaSwing.getContentPane().add(lblNewLabel);
JButton btn3 = new JButton("Histogram statistics");
btn3.addActionListener(new ActionListener() {
public void actionPerformed(ActionEvent arg0) {
BufferedImage newImage=matToBufferedImage(getHistogram(source));
lblNewLabel_histogram.setIcon(new ImageIcon(newImage));
}
});
btn3.setBounds(10, 10, 114, 23);
frmjavaSwing.getContentPane().add(btn3);
}
public Mat getHistogram(Mat source){
List<Mat> bgr_planes = new ArrayList<Mat>();
List<Mat> bgr_plane = new ArrayList<Mat>();
Core.split(source, bgr_planes);
//bgr_plane.add(bgr_planes.get(0));
MatOfInt histSize = new MatOfInt(256);
MatOfFloat histRange = new MatOfFloat(0,256);
Mat hist = new Mat();
int hist_w = 512;
int hist_h = 500;
long bin_w;
Mat histImage = new Mat(hist_h, hist_w, CvType.CV_8UC3);
for(int j=0;j<3;j++){
bgr_plane.clear();
bgr_plane.add(bgr_planes.get(j));
Imgproc.calcHist((java.util.List<Mat>) bgr_plane, new MatOfInt(0),new Mat(), hist, histSize, histRange);
//System.out.println("hist="+b_hist.dump()+"size="+b_hist.size());
bin_w = Math.round((double) (hist_w / 256));
Core.normalize(hist, hist, 0, histImage.rows(), Core.NORM_MINMAX);
for (int i = 1; i < 256; i++) {
if (j==0){
Imgproc.line(histImage, new Point(bin_w * (i - 1),hist_h- Math.round(hist.get( i-1,0)[0])),
new Point(bin_w * (i), hist_h-Math.round(Math.round(hist.get(i, 0)[0]))),
new Scalar(255, 0, 0), 2, 8, 0);
}else if (j==1){
Imgproc.line(histImage, new Point(bin_w * (i - 1),hist_h- Math.round(hist.get( i-1,0)[0])),
new Point(bin_w * (i), hist_h-Math.round(Math.round(hist.get(i, 0)[0]))),
new Scalar( 0,255, 0), 2, 8, 0);
}else if (j==2){
Imgproc.line(histImage, new Point(bin_w * (i - 1),hist_h- Math.round(hist.get( i-1,0)[0])),
new Point(bin_w * (i), hist_h-Math.round(Math.round(hist.get(i, 0)[0]))),
new Scalar(0, 0,255), 2, 8, 0);
}
}
}
return histImage;
}
public BufferedImage matToBufferedImage(Mat matrix) {
int cols = matrix.cols();
int rows = matrix.rows();
int elemSize = (int)matrix.elemSize();
byte[] data = new byte[cols * rows * elemSize];
int type;
matrix.get(0, 0, data);
switch (matrix.channels()) {
case 1:
type = BufferedImage.TYPE_BYTE_GRAY;
break;
case 3:
type = BufferedImage.TYPE_3BYTE_BGR;
// bgr to rgb
byte b;
for(int i=0; i<data.length; i=i+3) {
b = data[i];
data[i] = data[i+2];
data[i+2] = b;
}
break;
default:
return null;
}
BufferedImage image2 = new BufferedImage(cols, rows, type);
image2.getRaster().setDataElements(0, 0, cols, rows, data);
return image2;
}
}
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