[JAVA] OpenCV Contrast Use Equalize Hist For RBG
Goal
Test OpenCV Equalize Hist with split RGB channel then merge to original image.
OpenCV_ContrastUseEqualizeHistForRBG.java
import java.awt.EventQueue;
import javax.swing.ImageIcon;
import javax.swing.JFrame;
import javax.swing.JLabel;
import java.awt.image.BufferedImage;
import java.util.ArrayList;
import java.util.List;
import org.opencv.core.Core;
import org.opencv.core.Mat;
import org.opencv.imgcodecs.Imgcodecs;
import org.opencv.imgproc.Imgproc;
public class OpenCV_ContrastUseEqualizeHistForRBG {
static {System.loadLibrary(Core.NATIVE_LIBRARY_NAME);}
private JFrame frmjavaSwing;
double alpha =2;
double beta = 2;
/**
* Launch the application.
*/
public static void main(String[] args){
EventQueue.invokeLater(new Runnable() {
@Override
public void run() {
try{
OpenCV_ContrastUseEqualizeHistForRBG window = new OpenCV_ContrastUseEqualizeHistForRBG();
window.frmjavaSwing.setVisible(true);
}catch (Exception e){
e.printStackTrace();
}
}
});
}
/**
* Create the application.
*/
public OpenCV_ContrastUseEqualizeHistForRBG(){
init();
}
/**
* Init the contents of the frame.
*/
private void init(){
final Mat source = Imgcodecs.imread("D:\\projects\\Java\\OpenCV_Samples\\resource\\imgs\\clean.jpg ");
BufferedImage image=matToBufferedImage(equalizeHist(source));
frmjavaSwing = new JFrame();
frmjavaSwing.setTitle("opencv Colored image contrast practice 1");
frmjavaSwing.setBounds(100, 100, 520, 550);
frmjavaSwing.setDefaultCloseOperation(JFrame.EXIT_ON_CLOSE);
frmjavaSwing.getContentPane().setLayout(null);
final JLabel lblNewLabel = new JLabel("");
lblNewLabel.setBounds(10, 10, 438, 455);
lblNewLabel.setIcon(new ImageIcon(image));
frmjavaSwing.getContentPane().add(lblNewLabel);
}
public Mat equalizeHist(Mat source){
Mat destination=new Mat(source.rows(),source.cols(),source.type());
List<Mat> bgrList = new ArrayList<>(3);
Core.split(source, bgrList);
Imgproc.equalizeHist(bgrList.get(0), bgrList.get(0));
Imgproc.equalizeHist(bgrList.get(1), bgrList.get(1));
Imgproc.equalizeHist(bgrList.get(2), bgrList.get(2));
Core.merge(bgrList, destination);
return destination;
}
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;
}
}