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- import java.io.IOException;
- import java.nio.file.Files;
- import java.nio.file.Paths;
- import java.util.ArrayList;
- import java.util.List;
- import org.opencv.core.Core;
- import org.opencv.core.CvType;
- import org.opencv.core.Mat;
- import org.opencv.core.Scalar;
- import org.opencv.imgcodecs.Imgcodecs;
- import org.opencv.photo.CalibrateDebevec;
- import org.opencv.photo.MergeDebevec;
- import org.opencv.photo.MergeMertens;
- import org.opencv.photo.Photo;
- import org.opencv.photo.Tonemap;
- class HDRImaging {
- public void loadExposureSeq(String path, List<Mat> images, List<Float> times) {
- path += "/";
- List<String> lines;
- try {
- lines = Files.readAllLines(Paths.get(path + "list.txt"));
- for (String line : lines) {
- String[] splitStr = line.split("\\s+");
- if (splitStr.length == 2) {
- String name = splitStr[0];
- Mat img = Imgcodecs.imread(path + name);
- images.add(img);
- float val = Float.parseFloat(splitStr[1]);
- times.add(1/ val);
- }
- }
- } catch (IOException e) {
- e.printStackTrace();
- }
- }
- public void run(String[] args) {
- String path = args.length > 0 ? args[0] : "";
- if (path.isEmpty()) {
- System.out.println("Path is empty. Use the directory that contains images and exposure times.");
- System.exit(0);
- }
- //! [Load images and exposure times]
- List<Mat> images = new ArrayList<>();
- List<Float> times = new ArrayList<>();
- loadExposureSeq(path, images, times);
- //! [Load images and exposure times]
- //! [Estimate camera response]
- Mat response = new Mat();
- CalibrateDebevec calibrate = Photo.createCalibrateDebevec();
- Mat matTimes = new Mat(times.size(), 1, CvType.CV_32F);
- float[] arrayTimes = new float[(int) (matTimes.total()*matTimes.channels())];
- for (int i = 0; i < times.size(); i++) {
- arrayTimes[i] = times.get(i);
- }
- matTimes.put(0, 0, arrayTimes);
- calibrate.process(images, response, matTimes);
- //! [Estimate camera response]
- //! [Make HDR image]
- Mat hdr = new Mat();
- MergeDebevec mergeDebevec = Photo.createMergeDebevec();
- mergeDebevec.process(images, hdr, matTimes);
- //! [Make HDR image]
- //! [Tonemap HDR image]
- Mat ldr = new Mat();
- Tonemap tonemap = Photo.createTonemap(2.2f);
- tonemap.process(hdr, ldr);
- //! [Tonemap HDR image]
- //! [Perform exposure fusion]
- Mat fusion = new Mat();
- MergeMertens mergeMertens = Photo.createMergeMertens();
- mergeMertens.process(images, fusion);
- //! [Perform exposure fusion]
- //! [Write results]
- Core.multiply(fusion, new Scalar(255,255,255), fusion);
- Core.multiply(ldr, new Scalar(255,255,255), ldr);
- Imgcodecs.imwrite("fusion.png", fusion);
- Imgcodecs.imwrite("ldr.png", ldr);
- Imgcodecs.imwrite("hdr.hdr", hdr);
- //! [Write results]
- System.exit(0);
- }
- }
- public class HDRImagingDemo {
- public static void main(String[] args) {
- // Load the native OpenCV library
- System.loadLibrary(Core.NATIVE_LIBRARY_NAME);
- new HDRImaging().run(args);
- }
- }
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