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https://gitcode.com/gh_mirrors/es/esp32-opencv.git
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73 lines
2.4 KiB
Java
73 lines
2.4 KiB
Java
import java.util.ArrayList;
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import org.opencv.core.*;
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import org.opencv.highgui.HighGui;
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import org.opencv.imgproc.Imgproc;
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import org.opencv.video.Video;
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import org.opencv.videoio.VideoCapture;
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class OptFlowDense {
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public void run(String[] args) {
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String filename = args[0];
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VideoCapture capture = new VideoCapture(filename);
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if (!capture.isOpened()) {
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//error in opening the video input
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System.out.println("Unable to open file!");
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System.exit(-1);
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}
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Mat frame1 = new Mat() , prvs = new Mat();
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capture.read(frame1);
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Imgproc.cvtColor(frame1, prvs, Imgproc.COLOR_BGR2GRAY);
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while (true) {
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Mat frame2 = new Mat(), next = new Mat();
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capture.read(frame2);
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if (frame2.empty()) {
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break;
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}
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Imgproc.cvtColor(frame2, next, Imgproc.COLOR_BGR2GRAY);
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Mat flow = new Mat(prvs.size(), CvType.CV_32FC2);
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Video.calcOpticalFlowFarneback(prvs, next, flow,0.5,3,15,3,5,1.2,0);
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// visualization
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ArrayList<Mat> flow_parts = new ArrayList<>(2);
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Core.split(flow, flow_parts);
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Mat magnitude = new Mat(), angle = new Mat(), magn_norm = new Mat();
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Core.cartToPolar(flow_parts.get(0), flow_parts.get(1), magnitude, angle,true);
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Core.normalize(magnitude, magn_norm,0.0,1.0, Core.NORM_MINMAX);
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float factor = (float) ((1.0/360.0)*(180.0/255.0));
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Mat new_angle = new Mat();
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Core.multiply(angle, new Scalar(factor), new_angle);
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//build hsv image
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ArrayList<Mat> _hsv = new ArrayList<>() ;
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Mat hsv = new Mat(), hsv8 = new Mat(), bgr = new Mat();
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_hsv.add(new_angle);
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_hsv.add(Mat.ones(angle.size(), CvType.CV_32F));
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_hsv.add(magn_norm);
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Core.merge(_hsv, hsv);
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hsv.convertTo(hsv8, CvType.CV_8U, 255.0);
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Imgproc.cvtColor(hsv8, bgr, Imgproc.COLOR_HSV2BGR);
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HighGui.imshow("frame2", bgr);
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int keyboard = HighGui.waitKey(30);
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if (keyboard == 'q' || keyboard == 27) {
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break;
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}
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prvs = next;
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}
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System.exit(0);
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}
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}
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public class OpticalFlowDenseDemo {
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public static void main(String[] args) {
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System.loadLibrary(Core.NATIVE_LIBRARY_NAME);
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new OptFlowDense().run(args);
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}
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}
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