// This file is part of SVO - Semi-direct Visual Odometry. // // Copyright (C) 2014 Christian Forster // (Robotics and Perception Group, University of Zurich, Switzerland). // // SVO is free software: you can redistribute it and/or modify it under the // terms of the GNU General Public License as published by the Free Software // Foundation, either version 3 of the License, or any later version. // // SVO is distributed in the hope that it will be useful, but WITHOUT ANY // WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS // FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. // // You should have received a copy of the GNU General Public License // along with this program. If not, see . #include #include #include #include #include #include #include #include #include #include "test_utils.h" namespace { using namespace Eigen; using namespace std; void testCornerDetector() { std::string img_name(svo::test_utils::getDatasetDir() + "/flying_room_1_rig_1/img/frame_000001_0.png"); printf("Loading image '%s'\n", img_name.c_str()); cv::Mat img(cv::imread(img_name, 0)); assert(img.type() == CV_8UC1 && !img.empty()); svo::ImgPyr img_pyr; svo::frame_utils::createImgPyramid( img, max(svo::Config::nPyrLevels(), svo::Config::kltMaxLevel()+1), img_pyr); svo::Features fts; // Corner detection vk::Timer t; svo::feature_detection::Corners corners; svo::feature_detection::FastDetector fast_detector( img.cols, img.rows, svo::Config::gridSize(), svo::Config::nPyrLevels()); for(int i=0; i<100; ++i) { fast_detector.detect(img_pyr, fts, svo::Config::triangMinCornerScore(), &corners); } printf("Fast corner detection took %f ms, %zu corners detected (ref i7-W520: 8.06878ms, 416)\n", t.stop()*10, corners.size()); if(false) { cv::Mat img_rgb = cv::Mat(img.size(), CV_8UC3); cv::cvtColor(img, img_rgb, CV_GRAY2RGB); for(svo::feature_detection::Corners::iterator it=corners.begin(); it!=corners.end(); ++it) { // we must check again if the score is above the threshold because the Corners // vector is initialized with dummy corners if(it->score > svo::Config::triangMinCornerScore()) { cv::circle(img_rgb, cv::Point2f(it->x, it->y), 4*(it->level+1), cv::Scalar(0,255,0), 1); } } cv::imshow("ref_img", img_rgb); cv::waitKey(0); } } } // namespace int main(int argc, char **argv) { testCornerDetector(); return 0; }