/* Copyright (c) 2013-2015 Stanislaw Halik * * Permission to use, copy, modify, and/or distribute this software for any * purpose with or without fee is hereby granted, provided that the above * copyright notice and this permission notice appear in all copies. */ #include "cv/video-widget.hpp" #include "ftnoir_tracker_aruco.h" #include "cv/video-property-page.hpp" #include "compat/camera-names.hpp" #include "compat/sleep.hpp" #include "compat/math-imports.hpp" #ifdef _MSC_VER # pragma warning(disable : 4702) #endif #include #include #include #ifdef DEBUG_UNSHARP_MASKING # include #endif #include #include #include #include #include #include #include static const int adaptive_sizes[] = { #if defined USE_EXPERIMENTAL_CANNY 10, 30, 80, #else 5, 7, 9, 11, #endif }; struct resolution_tuple { int width; int height; }; static const resolution_tuple resolution_choices[] = { { 640, 480 }, { 320, 240 }, { 0, 0 } }; aruco_tracker::aruco_tracker() { cv::setBreakOnError(true); cv::setNumThreads(1); // param 2 ignored for Otsu thresholding. it's required to use our fork of Aruco. set_detector_params(); } aruco_tracker::~aruco_tracker() { requestInterruption(); wait(); // fast start/stop causes breakage portable::sleep(1000); camera.release(); } module_status aruco_tracker::start_tracker(QFrame* videoframe) { videoframe->show(); videoWidget = std::make_unique(videoframe); layout = std::make_unique(); layout->setContentsMargins(0, 0, 0, 0); layout->addWidget(videoWidget.get()); videoframe->setLayout(layout.get()); videoWidget->show(); start(); return status_ok(); } void aruco_tracker::getRT(cv::Matx33d& r_, cv::Vec3d& t_) { QMutexLocker l(&mtx); r_ = r; t_ = t; } bool aruco_tracker::detect_with_roi() { if (last_roi.width > 1 && last_roi.height > 1) { detector.setMinMaxSize(clamp(size_min * grayscale.cols / last_roi.width, .01f, 1.f), clamp(size_max * grayscale.cols / last_roi.width, .01f, 1.f)); detector.detect(grayscale(last_roi), markers, cv::Mat(), cv::Mat(), -1, false); // XXX TODO maybe cache the first-present marker id and force it's the same one? -sh 20180517 if (markers.size() == 1 && markers[0].size() == 4) { auto& m = markers[0]; for (unsigned i = 0; i < 4; i++) { auto& p = m[i]; p.x += last_roi.x; p.y += last_roi.y; } return true; } } last_roi = cv::Rect(65535, 65535, 0, 0); return false; } bool aruco_tracker::detect_without_roi() { detector.setMinMaxSize(size_min, size_max); detector.detect(grayscale, markers, cv::Mat(), cv::Mat(), -1, false); return markers.size() == 1 && markers[0].size() == 4; } bool aruco_tracker::open_camera() { int rint = s.resolution; if (rint < 0 || rint >= (int)(sizeof(resolution_choices) / sizeof(resolution_tuple))) rint = 0; resolution_tuple res = resolution_choices[rint]; int fps; switch (static_cast(s.force_fps)) { default: case 0: fps = 0; break; case 1: fps = 30; break; case 2: fps = 60; break; case 3: fps = 75; break; case 4: fps = 125; break; case 5: fps = 200; break; } QMutexLocker l(&camera_mtx); camera = cv::VideoCapture(camera_name_to_index(s.camera_name)); if (res.width) { camera.set(cv::CAP_PROP_FRAME_WIDTH, res.width); camera.set(cv::CAP_PROP_FRAME_HEIGHT, res.height); } if (fps) camera.set(cv::CAP_PROP_FPS, fps); if (!camera.isOpened()) { qDebug() << "aruco tracker: can't open camera"; return false; } return true; } void aruco_tracker::set_intrinsics() { const int w = grayscale.cols, h = grayscale.rows; const double diag_fov = static_cast(s.fov) * M_PI / 180.; const double fov_w = 2.*atan(tan(diag_fov/2.)/sqrt(1. + h/(double)w * h/(double)w)); const double fov_h = 2.*atan(tan(diag_fov/2.)/sqrt(1. + w/(double)h * w/(double)h)); const double focal_length_w = .5 * w / tan(.5 * fov_w); const double focal_length_h = .5 * h / tan(.5 * fov_h); intrinsics(0, 0) = focal_length_w; intrinsics(0, 2) = grayscale.cols/2.; intrinsics(1, 1) = focal_length_h; intrinsics(1, 2) = grayscale.rows/2.; } void aruco_tracker::update_fps() { const double dt = fps_timer.elapsed_seconds(); fps_timer.start(); const double alpha = dt/(dt + RC); if (dt > 1e-3) { fps *= 1 - alpha; fps += alpha * (1./dt + .8); } } void aruco_tracker::draw_ar(bool ok) { if (ok) { const auto& m = markers[0]; for (unsigned i = 0; i < 4; i++) cv::line(frame, m[i], m[(i+1)%4], cv::Scalar(0, 0, 255), 2, 8); } char buf[9]; ::snprintf(buf, sizeof(buf)-1, "Hz: %d", clamp(int(fps), 0, 9999)); buf[sizeof(buf)-1] = '\0'; cv::putText(frame, buf, cv::Point(10, 32), cv::FONT_HERSHEY_PLAIN, 2, cv::Scalar(0, 255, 0), 1); } void aruco_tracker::clamp_last_roi() { last_roi &= cv::Rect(0, 0, color.cols, color.rows); } void aruco_tracker::set_points() { using f = float; const f hx = f(s.headpos_x), hy = f(s.headpos_y), hz = f(s.headpos_z); constexpr float size = 40; const int x1=1, x2=2, x3=3, x4=0; obj_points[x1] = { -size, -size, 0 }; obj_points[x2] = { size, -size, 0 }; obj_points[x3] = { size, size, 0 }; obj_points[x4] = { -size, size, 0 }; for (unsigned i = 0; i < 4; i++) obj_points[i] += cv::Point3f(hx, hy, hz); } void aruco_tracker::draw_centroid() { repr2.clear(); static const std::vector centroid { cv::Point3f(0, 0, 0) }; cv::projectPoints(centroid, rvec, tvec, intrinsics, cv::noArray(), repr2); cv::circle(frame, repr2[0], 4, {255, 0, 255}, -1); } void aruco_tracker::set_last_roi() { roi_projection.clear(); using f = float; cv::Point3f h(f(s.headpos_x), f(s.headpos_y), f(s.headpos_z)); for (unsigned i = 0; i < 4; i++) { cv::Point3f pt(obj_points[i] - h); roi_points[i] = pt * c_search_window; } cv::projectPoints(roi_points, rvec, tvec, intrinsics, cv::noArray(), roi_projection); set_roi_from_projection(); } void aruco_tracker::set_rmat() { cv::Rodrigues(rvec, rmat); euler = cv::RQDecomp3x3(rmat, m_r, m_q); QMutexLocker lck(&mtx); for (int i = 0; i < 3; i++) pose[i] = tvec(i) * .1; pose[Yaw] = euler[1]; pose[Pitch] = -euler[0]; pose[Roll] = euler[2]; r = rmat; t = cv::Vec3d(tvec[0], -tvec[1], tvec[2]); } void aruco_tracker::set_roi_from_projection() { last_roi = cv::Rect(color.cols-1, color.rows-1, 0, 0); for (unsigned i = 0; i < 4; i++) { const auto& proj = roi_projection[i]; int min_x = std::min(int(proj.x), last_roi.x), min_y = std::min(int(proj.y), last_roi.y); int max_x = std::max(int(proj.x), last_roi.width), max_y = std::max(int(proj.y), last_roi.height); last_roi.x = min_x; last_roi.y = min_y; last_roi.width = max_x; last_roi.height = max_y; } clamp_last_roi(); } void aruco_tracker::set_detector_params() { detector.setDesiredSpeed(3); #if !defined USE_EXPERIMENTAL_CANNY if (use_otsu) detector._thresMethod = aruco::MarkerDetector::FIXED_THRES; else detector._thresMethod = aruco::MarkerDetector::ADPT_THRES; detector.setThresholdParams(adaptive_sizes[adaptive_size_pos], adaptive_thres); #else detector._thresMethod = aruco::MarkerDetector::CANNY; int value = adaptive_sizes[adaptive_size_pos]; detector.setThresholdParams(value, value * 3); #endif } void aruco_tracker::cycle_detection_params() { #if !defined USE_EXPERIMENTAL_CANNY if (!use_otsu) use_otsu = true; else #endif { use_otsu = false; adaptive_size_pos++; adaptive_size_pos %= std::size(adaptive_sizes); } set_detector_params(); qDebug() << "aruco: switched thresholding params" #if !defined USE_EXPERIMENTAL_CANNY << "otsu:" << use_otsu #endif << "size:" << adaptive_sizes[adaptive_size_pos]; } void aruco_tracker::run() { if (!open_camera()) return; fps_timer.start(); last_detection_timer.start(); while (!isInterruptionRequested()) { { QMutexLocker l(&camera_mtx); if (!camera.read(color)) continue; } cv::cvtColor(color, grayscale, cv::COLOR_BGR2GRAY); #ifdef DEBUG_UNSHARP_MASKING { constexpr double strength = double(DEBUG_UNSHARP_MASKING); cv::GaussianBlur(grayscale, blurred, cv::Size(0, 0), gauss_kernel_size); cv::addWeighted(grayscale, 1 + strength, blurred, -strength, 0, grayscale); cv::imshow("capture", grayscale); cv::waitKey(1); } #endif color.copyTo(frame); set_intrinsics(); update_fps(); markers.clear(); const bool ok = detect_with_roi() || detect_without_roi(); if (ok) { set_points(); if (!cv::solvePnP(obj_points, markers[0], intrinsics, cv::noArray(), rvec, tvec, false, cv::SOLVEPNP_ITERATIVE)) goto fail; { const double dt = last_detection_timer.elapsed_seconds(); last_detection_timer.start(); no_detection_timeout -= dt * timeout_backoff_c; no_detection_timeout = std::fmax(0., no_detection_timeout); } set_last_roi(); draw_centroid(); set_rmat(); } else { fail: // no marker found, reset search region last_roi = cv::Rect(65535, 65535, 0, 0); const double dt = last_detection_timer.elapsed_seconds(); last_detection_timer.start(); no_detection_timeout += dt; if (no_detection_timeout > timeout) { no_detection_timeout = 0; cycle_detection_params(); } } draw_ar(ok); if (frame.rows > 0) videoWidget->update_image(frame); } } void aruco_tracker::data(double *data) { QMutexLocker lck(&mtx); data[Yaw] = pose[Yaw]; data[Pitch] = pose[Pitch]; data[Roll] = pose[Roll]; data[TX] = pose[TX]; data[TY] = pose[TY]; data[TZ] = pose[TZ]; } aruco_dialog::aruco_dialog() : calibrator(1, 0, 2) { tracker = nullptr; calib_timer.setInterval(100); ui.setupUi(this); setAttribute(Qt::WA_NativeWindow, true); ui.cameraName->addItems(get_camera_names()); tie_setting(s.camera_name, ui.cameraName); tie_setting(s.resolution, ui.resolution); tie_setting(s.force_fps, ui.cameraFPS); tie_setting(s.fov, ui.cameraFOV); tie_setting(s.headpos_x, ui.cx); tie_setting(s.headpos_y, ui.cy); tie_setting(s.headpos_z, ui.cz); connect(ui.buttonBox, SIGNAL(accepted()), this, SLOT(doOK())); connect(ui.buttonBox, SIGNAL(rejected()), this, SLOT(doCancel())); connect(ui.btn_calibrate, SIGNAL(clicked()), this, SLOT(toggleCalibrate())); connect(this, SIGNAL(destroyed()), this, SLOT(cleanupCalib())); connect(&calib_timer, SIGNAL(timeout()), this, SLOT(update_tracker_calibration())); connect(ui.camera_settings, SIGNAL(clicked()), this, SLOT(camera_settings())); connect(&s.camera_name, base_value::value_changed(), this, &aruco_dialog::update_camera_settings_state); update_camera_settings_state(s.camera_name); } void aruco_dialog::toggleCalibrate() { if (!calib_timer.isActive()) { s.headpos_x = 0; s.headpos_y = 0; s.headpos_z = 0; calibrator.reset(); calib_timer.start(); } else { cleanupCalib(); cv::Vec3d pos; std::tie(pos, std::ignore) = calibrator.get_estimate(); s.headpos_x = -pos(0); s.headpos_y = -pos(1); s.headpos_z = -pos(2); } } void aruco_dialog::cleanupCalib() { if (calib_timer.isActive()) calib_timer.stop(); } void aruco_dialog::update_tracker_calibration() { if (calib_timer.isActive() && tracker) { cv::Matx33d r; cv::Vec3d t; tracker->getRT(r, t); calibrator.update(r, t); } } void aruco_dialog::doOK() { s.b->save(); close(); } void aruco_dialog::doCancel() { close(); } void aruco_dialog::camera_settings() { if (tracker) { QMutexLocker l(&tracker->camera_mtx); video_property_page::show_from_capture(tracker->camera, camera_name_to_index(s.camera_name)); } else video_property_page::show(camera_name_to_index(s.camera_name)); } void aruco_dialog::update_camera_settings_state(const QString& name) { (void)name; ui.camera_settings->setEnabled(true); } OPENTRACK_DECLARE_TRACKER(aruco_tracker, aruco_dialog, aruco_metadata)