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103
samples/java/tutorial_code/photo/hdr_imaging/HDRImagingDemo.java
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103
samples/java/tutorial_code/photo/hdr_imaging/HDRImagingDemo.java
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import java.io.IOException;
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import java.nio.file.Files;
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import java.nio.file.Paths;
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import java.util.ArrayList;
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import java.util.List;
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import org.opencv.core.Core;
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import org.opencv.core.CvType;
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import org.opencv.core.Mat;
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import org.opencv.core.Scalar;
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import org.opencv.imgcodecs.Imgcodecs;
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import org.opencv.photo.CalibrateDebevec;
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import org.opencv.photo.MergeDebevec;
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import org.opencv.photo.MergeMertens;
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import org.opencv.photo.Photo;
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import org.opencv.photo.Tonemap;
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class HDRImaging {
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public void loadExposureSeq(String path, List<Mat> images, List<Float> times) {
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path += "/";
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List<String> lines;
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try {
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lines = Files.readAllLines(Paths.get(path + "list.txt"));
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for (String line : lines) {
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String[] splitStr = line.split("\\s+");
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if (splitStr.length == 2) {
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String name = splitStr[0];
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Mat img = Imgcodecs.imread(path + name);
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images.add(img);
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float val = Float.parseFloat(splitStr[1]);
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times.add(1/ val);
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}
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}
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} catch (IOException e) {
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e.printStackTrace();
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}
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}
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public void run(String[] args) {
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String path = args.length > 0 ? args[0] : "";
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if (path.isEmpty()) {
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System.out.println("Path is empty. Use the directory that contains images and exposure times.");
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System.exit(0);
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}
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//! [Load images and exposure times]
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List<Mat> images = new ArrayList<>();
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List<Float> times = new ArrayList<>();
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loadExposureSeq(path, images, times);
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//! [Load images and exposure times]
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//! [Estimate camera response]
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Mat response = new Mat();
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CalibrateDebevec calibrate = Photo.createCalibrateDebevec();
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Mat matTimes = new Mat(times.size(), 1, CvType.CV_32F);
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float[] arrayTimes = new float[(int) (matTimes.total()*matTimes.channels())];
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for (int i = 0; i < times.size(); i++) {
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arrayTimes[i] = times.get(i);
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}
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matTimes.put(0, 0, arrayTimes);
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calibrate.process(images, response, matTimes);
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//! [Estimate camera response]
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//! [Make HDR image]
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Mat hdr = new Mat();
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MergeDebevec mergeDebevec = Photo.createMergeDebevec();
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mergeDebevec.process(images, hdr, matTimes);
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//! [Make HDR image]
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//! [Tonemap HDR image]
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Mat ldr = new Mat();
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Tonemap tonemap = Photo.createTonemap(2.2f);
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tonemap.process(hdr, ldr);
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//! [Tonemap HDR image]
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//! [Perform exposure fusion]
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Mat fusion = new Mat();
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MergeMertens mergeMertens = Photo.createMergeMertens();
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mergeMertens.process(images, fusion);
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//! [Perform exposure fusion]
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//! [Write results]
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Core.multiply(fusion, new Scalar(255,255,255), fusion);
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Core.multiply(ldr, new Scalar(255,255,255), ldr);
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Imgcodecs.imwrite("fusion.png", fusion);
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Imgcodecs.imwrite("ldr.png", ldr);
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Imgcodecs.imwrite("hdr.hdr", hdr);
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//! [Write results]
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System.exit(0);
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}
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}
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public class HDRImagingDemo {
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public static void main(String[] args) {
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// Load the native OpenCV library
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System.loadLibrary(Core.NATIVE_LIBRARY_NAME);
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new HDRImaging().run(args);
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}
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}
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