Desktop : OpenCV CLAHE

<H5>Goal</H5>
Test OpenCV CLAHE.

```OpenCV_CLAHE.java
import org.opencv.core.Core;
import org.opencv.core.Mat;
import org.opencv.core.Size;
import org.opencv.imgcodecs.Imgcodecs;
import org.opencv.imgproc.CLAHE;
import org.opencv.imgproc.Imgproc;

import javax.swing.*;
import javax.swing.event.ChangeEvent;
import javax.swing.event.ChangeListener;
import java.awt.*;
import java.awt.image.BufferedImage;

public class OpenCV_CLAHE {
    static{ System.loadLibrary(Core.NATIVE_LIBRARY_NAME); }
    private JFrame frmjavaSwing;
    double alpha = 2;
    double beta = 50;
    /**
     * Launch the application.
     */
    public static void main(String[] args) {

        EventQueue.invokeLater(new Runnable() {
            public void run() {
                try {
                    OpenCV_CLAHE window = new OpenCV_CLAHE();
                    window.frmjavaSwing.setVisible(true);
                } catch (Exception e) {
                    e.printStackTrace();
                }
            }
        });
    }

    /**
     * Create the application.
     */
    public OpenCV_CLAHE() {
        initialize();
    }

    /**
     * Initialize the contents of the frame.
     */
    private void initialize() {
        final Mat source = Imgcodecs.imread("D:\\projects\\Java\\OpenCV_Samples\\resource\\imgs\\scene_l.bmp",Imgcodecs.CV_LOAD_IMAGE_GRAYSCALE);

        BufferedImage image=matToBufferedImage(source);

        frmjavaSwing = new JFrame();
        frmjavaSwing.setTitle("讀取影像至Java Swing視窗");
        frmjavaSwing.setBounds(100, 100, 520, 452);
        frmjavaSwing.setDefaultCloseOperation(JFrame.EXIT_ON_CLOSE);
        frmjavaSwing.getContentPane().setLayout(null);

        final JLabel showClipLimitValue = new JLabel("0.1");
        showClipLimitValue.setBounds(287, 10, 46, 15);
        frmjavaSwing.getContentPane().add(showClipLimitValue);

        final JLabel showTileGridSizeValue = new JLabel("1");
        showTileGridSizeValue.setBounds(297, 35, 46, 15);
        frmjavaSwing.getContentPane().add(showTileGridSizeValue);

        final JLabel lblNewLabel = new JLabel("");
        lblNewLabel.setBounds(10, 68, 438, 340);
        lblNewLabel.setIcon(new ImageIcon(image));
        frmjavaSwing.getContentPane().add(lblNewLabel);

        final JSlider slider_beta = new JSlider();
        slider_beta.setValue(1);
        slider_beta.setMinimum(1);
        slider_beta.setBounds(85, 35, 200, 25);
        frmjavaSwing.getContentPane().add(slider_beta);

        final JSlider slider_alpha = new JSlider();
        slider_alpha.setMaximum(500);
        slider_alpha.setMinimum(1);
        slider_alpha.setValue(1);
        slider_alpha.addChangeListener(new ChangeListener() {
            public void stateChanged(ChangeEvent arg0) {
                //System.out.println(slider_alpha.getValue());
                showClipLimitValue.setText((float)slider_alpha.getValue()/10+"");
                BufferedImage newImage=matToBufferedImage(CLAHE((float)slider_alpha.getValue()/10,slider_beta.getValue()));
                lblNewLabel.setIcon(new ImageIcon(newImage));
            }
        });
        slider_alpha.setBounds(85, 10, 200, 25);
        frmjavaSwing.getContentPane().add(slider_alpha);

        JLabel lblAlpha = new JLabel("clipLimit:");
        lblAlpha.setBounds(10, 20, 65, 15);
        frmjavaSwing.getContentPane().add(lblAlpha);

        JLabel lblBeta = new JLabel("tileGridSize:");
        lblBeta.setBounds(10, 45, 79, 15);
        frmjavaSwing.getContentPane().add(lblBeta);


        slider_beta.addChangeListener(new ChangeListener() {
            public void stateChanged(ChangeEvent arg0) {
                showTileGridSizeValue.setText(slider_beta.getValue()+"");
                BufferedImage newImage=matToBufferedImage(CLAHE((float)slider_alpha.getValue()/10,slider_beta.getValue()));
                lblNewLabel.setIcon(new ImageIcon(newImage));
            }
        });





    }
    public Mat CLAHE(double clipLimit,double tileGridSize){
        Mat source = Imgcodecs.imread("D:\\projects\\Java\\OpenCV_Samples\\resource\\imgs\\scene_l.bmp", Imgcodecs.CV_LOAD_IMAGE_GRAYSCALE);
        Mat dst=new Mat();
        CLAHE clahe= Imgproc.createCLAHE(clipLimit, new Size(tileGridSize,tileGridSize));
        clahe.apply(source, dst);
        return dst;

    }

    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;
    }
}

```
<h5>Result</h5>
![opencv_clahe.JPG](https://qiita-image-store.s3.ap-northeast-1.amazonaws.com/0/276243/04f06969-c72b-c55b-4fea-b2efb1ba2d41.jpeg)