import java.awt.BorderLayout; import java.awt.Container; import java.awt.Image; import java.util.ArrayList; import java.util.List; import java.util.Random; import javax.swing.BoxLayout; import javax.swing.ImageIcon; import javax.swing.JFrame; import javax.swing.JLabel; import javax.swing.JPanel; import javax.swing.JSlider; import javax.swing.event.ChangeEvent; import javax.swing.event.ChangeListener; import org.opencv.core.Core; import org.opencv.core.CvType; import org.opencv.core.Mat; import org.opencv.core.MatOfInt; import org.opencv.core.MatOfPoint; import org.opencv.core.Point; import org.opencv.core.Scalar; import org.opencv.core.Size; import org.opencv.highgui.HighGui; import org.opencv.imgcodecs.Imgcodecs; import org.opencv.imgproc.Imgproc; class Hull { private Mat srcGray = new Mat(); private JFrame frame; private JLabel imgSrcLabel; private JLabel imgContoursLabel; private static final int MAX_THRESHOLD = 255; private int threshold = 100; private Random rng = new Random(12345); public Hull(String[] args) { /// Load source image String filename = args.length > 0 ? args[0] : "../data/stuff.jpg"; Mat src = Imgcodecs.imread(filename); if (src.empty()) { System.err.println("Cannot read image: " + filename); System.exit(0); } /// Convert image to gray and blur it Imgproc.cvtColor(src, srcGray, Imgproc.COLOR_BGR2GRAY); Imgproc.blur(srcGray, srcGray, new Size(3, 3)); // Create and set up the window. frame = new JFrame("Convex Hull demo"); frame.setDefaultCloseOperation(JFrame.EXIT_ON_CLOSE); // Set up the content pane. Image img = HighGui.toBufferedImage(src); addComponentsToPane(frame.getContentPane(), img); // Use the content pane's default BorderLayout. No need for // setLayout(new BorderLayout()); // Display the window. frame.pack(); frame.setVisible(true); update(); } private void addComponentsToPane(Container pane, Image img) { if (!(pane.getLayout() instanceof BorderLayout)) { pane.add(new JLabel("Container doesn't use BorderLayout!")); return; } JPanel sliderPanel = new JPanel(); sliderPanel.setLayout(new BoxLayout(sliderPanel, BoxLayout.PAGE_AXIS)); sliderPanel.add(new JLabel("Canny threshold: ")); JSlider slider = new JSlider(0, MAX_THRESHOLD, threshold); slider.setMajorTickSpacing(20); slider.setMinorTickSpacing(10); slider.setPaintTicks(true); slider.setPaintLabels(true); slider.addChangeListener(new ChangeListener() { @Override public void stateChanged(ChangeEvent e) { JSlider source = (JSlider) e.getSource(); threshold = source.getValue(); update(); } }); sliderPanel.add(slider); pane.add(sliderPanel, BorderLayout.PAGE_START); JPanel imgPanel = new JPanel(); imgSrcLabel = new JLabel(new ImageIcon(img)); imgPanel.add(imgSrcLabel); Mat blackImg = Mat.zeros(srcGray.size(), CvType.CV_8U); imgContoursLabel = new JLabel(new ImageIcon(HighGui.toBufferedImage(blackImg))); imgPanel.add(imgContoursLabel); pane.add(imgPanel, BorderLayout.CENTER); } private void update() { /// Detect edges using Canny Mat cannyOutput = new Mat(); Imgproc.Canny(srcGray, cannyOutput, threshold, threshold * 2); /// Find contours List contours = new ArrayList<>(); Mat hierarchy = new Mat(); Imgproc.findContours(cannyOutput, contours, hierarchy, Imgproc.RETR_TREE, Imgproc.CHAIN_APPROX_SIMPLE); /// Find the convex hull object for each contour List hullList = new ArrayList<>(); for (MatOfPoint contour : contours) { MatOfInt hull = new MatOfInt(); Imgproc.convexHull(contour, hull); Point[] contourArray = contour.toArray(); Point[] hullPoints = new Point[hull.rows()]; List hullContourIdxList = hull.toList(); for (int i = 0; i < hullContourIdxList.size(); i++) { hullPoints[i] = contourArray[hullContourIdxList.get(i)]; } hullList.add(new MatOfPoint(hullPoints)); } /// Draw contours + hull results Mat drawing = Mat.zeros(cannyOutput.size(), CvType.CV_8UC3); for (int i = 0; i < contours.size(); i++) { Scalar color = new Scalar(rng.nextInt(256), rng.nextInt(256), rng.nextInt(256)); Imgproc.drawContours(drawing, contours, i, color); Imgproc.drawContours(drawing, hullList, i, color ); } imgContoursLabel.setIcon(new ImageIcon(HighGui.toBufferedImage(drawing))); frame.repaint(); } } public class HullDemo { public static void main(String[] args) { // Load the native OpenCV library System.loadLibrary(Core.NATIVE_LIBRARY_NAME); // Schedule a job for the event dispatch thread: // creating and showing this application's GUI. javax.swing.SwingUtilities.invokeLater(new Runnable() { @Override public void run() { new Hull(args); } }); } }