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- import java.util.ArrayList;
- import org.opencv.core.*;
- import org.opencv.highgui.HighGui;
- import org.opencv.imgproc.Imgproc;
- import org.opencv.video.Video;
- import org.opencv.videoio.VideoCapture;
- class OptFlowDense {
- public void run(String[] args) {
- String filename = args[0];
- VideoCapture capture = new VideoCapture(filename);
- if (!capture.isOpened()) {
- //error in opening the video input
- System.out.println("Unable to open file!");
- System.exit(-1);
- }
- Mat frame1 = new Mat() , prvs = new Mat();
- capture.read(frame1);
- Imgproc.cvtColor(frame1, prvs, Imgproc.COLOR_BGR2GRAY);
- while (true) {
- Mat frame2 = new Mat(), next = new Mat();
- capture.read(frame2);
- if (frame2.empty()) {
- break;
- }
- Imgproc.cvtColor(frame2, next, Imgproc.COLOR_BGR2GRAY);
- Mat flow = new Mat(prvs.size(), CvType.CV_32FC2);
- Video.calcOpticalFlowFarneback(prvs, next, flow,0.5,3,15,3,5,1.2,0);
- // visualization
- ArrayList<Mat> flow_parts = new ArrayList<>(2);
- Core.split(flow, flow_parts);
- Mat magnitude = new Mat(), angle = new Mat(), magn_norm = new Mat();
- Core.cartToPolar(flow_parts.get(0), flow_parts.get(1), magnitude, angle,true);
- Core.normalize(magnitude, magn_norm,0.0,1.0, Core.NORM_MINMAX);
- float factor = (float) ((1.0/360.0)*(180.0/255.0));
- Mat new_angle = new Mat();
- Core.multiply(angle, new Scalar(factor), new_angle);
- //build hsv image
- ArrayList<Mat> _hsv = new ArrayList<>() ;
- Mat hsv = new Mat(), hsv8 = new Mat(), bgr = new Mat();
- _hsv.add(new_angle);
- _hsv.add(Mat.ones(angle.size(), CvType.CV_32F));
- _hsv.add(magn_norm);
- Core.merge(_hsv, hsv);
- hsv.convertTo(hsv8, CvType.CV_8U, 255.0);
- Imgproc.cvtColor(hsv8, bgr, Imgproc.COLOR_HSV2BGR);
- HighGui.imshow("frame2", bgr);
- int keyboard = HighGui.waitKey(30);
- if (keyboard == 'q' || keyboard == 27) {
- break;
- }
- prvs = next;
- }
- System.exit(0);
- }
- }
- public class OpticalFlowDenseDemo {
- public static void main(String[] args) {
- System.loadLibrary(Core.NATIVE_LIBRARY_NAME);
- new OptFlowDense().run(args);
- }
- }
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