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cpp branch
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97
arucoDetector.cpp
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97
arucoDetector.cpp
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#include <opencv2/opencv.hpp>
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#include <opencv2/aruco.hpp>
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int main()
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{
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cv::VideoCapture cap(2); // Open default camera (change the argument if using a different camera)
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if (!cap.isOpened()) {
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std::cerr << "Error opening camera." << std::endl;
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return -1;
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}
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cv::namedWindow("ArUco Detection", cv::WINDOW_NORMAL);
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cv::Mat cameraMatrix, distCoeffs;
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cv::FileStorage fs("../calibration_images/calibration_results.yaml", cv::FileStorage::READ);
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if (fs.isOpened()) {
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fs["cameraMatrix"] >> cameraMatrix;
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fs["distCoeffs"] >> distCoeffs;
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fs.release();
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} else {
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std::cerr << "Error reading calibration file." << std::endl;
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return -1;
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}
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float markerLength = 0.006;
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// Set coordinate system
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cv::Mat objPoints(4, 1, CV_32FC3);
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objPoints.ptr<cv::Vec3f>(0)[0] = cv::Vec3f(-markerLength/2.f, markerLength/2.f, 0);
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objPoints.ptr<cv::Vec3f>(0)[1] = cv::Vec3f(markerLength/2.f, markerLength/2.f, 0);
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objPoints.ptr<cv::Vec3f>(0)[2] = cv::Vec3f(markerLength/2.f, -markerLength/2.f, 0);
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objPoints.ptr<cv::Vec3f>(0)[3] = cv::Vec3f(-markerLength/2.f, -markerLength/2.f, 0);
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cv::aruco::DetectorParameters detectorParams = cv::aruco::DetectorParameters();
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cv::aruco::Dictionary dictionary = cv::aruco::getPredefinedDictionary(cv::aruco::DICT_4X4_50);
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cv::aruco::ArucoDetector detector(dictionary, detectorParams);
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while (true) {
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cv::Mat frame;
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cap >> frame; // Capture frame from the camera
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if (frame.empty()) {
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std::cerr << "Error capturing frame." << std::endl;
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break;
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}
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cv::Mat gray;
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cv::cvtColor(frame, gray, cv::COLOR_BGR2GRAY);
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std::vector<int> markerIds;
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std::vector<std::vector<cv::Point2f>> markerCorners;
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detector.detectMarkers(frame, markerCorners, markerIds);
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if (!markerIds.empty()) {
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cv::aruco::drawDetectedMarkers(frame, markerCorners, markerIds);
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size_t nMarkers = markerCorners.size();
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for (size_t i = 0; i < nMarkers; i++) {
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cv::Mat rvec, tvec;
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solvePnP(objPoints, markerCorners.at(i), cameraMatrix, distCoeffs, rvec, tvec);
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drawFrameAxes(frame, cameraMatrix, distCoeffs, rvec, tvec, markerLength/2.f);
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// Extract rotation matrix from rotation vector
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cv::Mat R;
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Rodrigues(rvec, R);
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// Calculate Euler angles (in degrees)
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cv::Mat euler;
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Rodrigues(R, euler);
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// Access elements of the Euler angles matrix
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double yaw = euler.at<double>(2, 0) * (180.0 / CV_PI);
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// Distance to ArUco marker (assuming tagLength is known)
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double distance = tvec.at<double>(2, 0);
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// Print the distance and yaw angle
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std::cout << "Distance to ArUco marker " << markerIds[i] << ": " << distance << " meters" << ", " << yaw << " degrees" << std::endl;
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}
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}
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cv::imshow("ArUco Detection", frame);
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if (cv::waitKey(30) == 27) // Press 'Esc' to exit
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break;
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}
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cap.release();
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cv::destroyAllWindows();
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return 0;
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}
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