/* Copyright (c) 2010-2016, Mathieu Labbe - IntRoLab - Universite de Sherbrooke All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. * Neither the name of the Universite de Sherbrooke nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. */ #pragma once #include "rtabmap/core/rtabmap_core_export.h" // DLL export/import defines #include "rtabmap/core/Parameters.h" #include "rtabmap/utilite/UStl.h" #include #if CV_MAJOR_VERSION < 5 #include #else #include #endif #include #include #include #include namespace rtabmap { class Signature; class RTABMAP_CORE_EXPORT EpipolarGeometry { public: EpipolarGeometry(const ParametersMap & parameters = ParametersMap()); virtual ~EpipolarGeometry(); bool check(const Signature * ssA, const Signature * ssB); void parseParameters(const ParametersMap & parameters); int getMatchCountMinAccepted() const {return _matchCountMinAccepted;} double getRansacParam1() const {return _ransacParam1;} double getRansacParam2() const {return _ransacParam2;} void setMatchCountMinAccepted(int matchCountMinAccepted) {_matchCountMinAccepted = matchCountMinAccepted;} void setRansacParam1(double ransacParam1) {_ransacParam1 = ransacParam1;} void setRansacParam2(double ransacParam2) {_ransacParam2 = ransacParam2;} // STATIC STUFF //epipolar geometry static void findEpipolesFromF( const cv::Mat & fundamentalMatrix, cv::Vec3d & e1, cv::Vec3d & e2); static cv::Mat findPFromE( const cv::Mat & E, const cv::Mat & x, const cv::Mat & xp); // return fundamental matrix // status -> inliers = 1, outliers = 0 static cv::Mat findFFromWords( const std::list > > & pairs, // id, kpt1, kpt2 std::vector & status, double ransacReprojThreshold = 3.0, double ransacConfidence = 0.99); // assume a canonical camera (without K) static void findRTFromP( const cv::Mat & p, cv::Mat & r, cv::Mat & t); static cv::Mat findFFromCalibratedStereoCameras(double fx, double fy, double cx, double cy, double Tx, double Ty); /** * if a=[1 2 3 4 6], b=[1 2 4 5 6], results= [(1,1) (2,2) (4,4) (6,6)] * realPairsCount = 4 */ template static int findPairs( const std::map & wordsA, const std::map & wordsB, std::list > > & pairs, bool ignoreNegativeIds = true) { int realPairsCount = 0; pairs.clear(); for(typename std::map::const_iterator i=wordsA.begin(); i!=wordsA.end(); ++i) { if(!ignoreNegativeIds || (ignoreNegativeIds && i->first>=0)) { std::map::const_iterator ptB = wordsB.find(i->first); if(ptB != wordsB.end()) { pairs.push_back(std::pair >(i->first, std::make_pair(i->second, ptB->second))); ++realPairsCount; } } } return realPairsCount; } /** * if a=[1 2 3 4 6 6], b=[1 1 2 4 5 6 6], results= [(1,1a) (2,2) (4,4) (6a,6a) (6b,6b)] * realPairsCount = 5 */ template static int findPairs( const std::multimap & wordsA, const std::multimap & wordsB, std::list > > & pairs, bool ignoreNegativeIds = true) { const std::list & ids = uUniqueKeys(wordsA); typename std::multimap::const_iterator iterA; typename std::multimap::const_iterator iterB; pairs.clear(); int realPairsCount = 0; for(std::list::const_iterator i=ids.begin(); i!=ids.end(); ++i) { if(!ignoreNegativeIds || (ignoreNegativeIds && *i >= 0)) { iterA = wordsA.find(*i); iterB = wordsB.find(*i); while(iterA != wordsA.end() && iterB != wordsB.end() && (*iterA).first == (*iterB).first && (*iterA).first == *i) { pairs.push_back(std::pair >(*i, std::make_pair((*iterA).second, (*iterB).second))); ++iterA; ++iterB; ++realPairsCount; } } } return realPairsCount; } /** * if a=[1 2 3 4 6 6], b=[1 1 2 4 5 6 6], results= [(2,2) (4,4)] * realPairsCount = 5 */ template static int findPairsUnique( const std::multimap & wordsA, const std::multimap & wordsB, std::list > > & pairs, bool ignoreNegativeIds = true) { const std::list & ids = uUniqueKeys(wordsA); int realPairsCount = 0; pairs.clear(); for(std::list::const_iterator i=ids.begin(); i!=ids.end(); ++i) { if(!ignoreNegativeIds || (ignoreNegativeIds && *i>=0)) { std::list ptsA = uValues(wordsA, *i); std::list ptsB = uValues(wordsB, *i); if(ptsA.size() == 1 && ptsB.size() == 1) { pairs.push_back(std::pair >(*i, std::pair(ptsA.front(), ptsB.front()))); ++realPairsCount; } else if(ptsA.size()>1 && ptsB.size()>1) { // just update the count realPairsCount += ptsA.size() > ptsB.size() ? ptsB.size() : ptsA.size(); } } } return realPairsCount; } /** * if a=[1 2 3 4 6 6], b=[1 1 2 4 5 6 6], results= [(1,1a) (1,1b) (2,2) (4,4) (6a,6a) (6a,6b) (6b,6a) (6b,6b)] * realPairsCount = 5 */ template static int findPairsAll( const std::multimap & wordsA, const std::multimap & wordsB, std::list > > & pairs, bool ignoreNegativeIds = true) { const std::list & ids = uUniqueKeys(wordsA); pairs.clear(); int realPairsCount = 0;; for(std::list::const_iterator iter=ids.begin(); iter!=ids.end(); ++iter) { if(!ignoreNegativeIds || (ignoreNegativeIds && *iter>=0)) { std::list ptsA = uValues(wordsA, *iter); std::list ptsB = uValues(wordsB, *iter); realPairsCount += ptsA.size() > ptsB.size() ? ptsB.size() : ptsA.size(); for(typename std::list::iterator jter=ptsA.begin(); jter!=ptsA.end(); ++jter) { for(typename std::list::iterator kter=ptsB.begin(); kter!=ptsB.end(); ++kter) { pairs.push_back(std::pair >(*iter, std::pair(*jter, *kter))); } } } } return realPairsCount; } static cv::Mat linearLSTriangulation( cv::Point3d u, //homogenous image point (u,v,1) cv::Matx34d P, //camera 1 matrix 3x4 double cv::Point3d u1, //homogenous image point in 2nd camera cv::Matx34d P1); //camera 2 matrix 3x4 double static cv::Mat iterativeLinearLSTriangulation( cv::Point3d u, //homogenous image point (u,v,1) const cv::Matx34d & P, //camera 1 matrix 3x4 double cv::Point3d u1, //homogenous image point in 2nd camera const cv::Matx34d & P1); //camera 2 matrix 3x4 double static double triangulatePoints( const cv::Mat& pt_set1, //2xN double const cv::Mat& pt_set2, //2xN double const cv::Mat& P, // 3x4 double const cv::Mat& P1, // 3x4 double pcl::PointCloud::Ptr & pointcloud, std::vector & reproj_errors); private: int _matchCountMinAccepted; double _ransacParam1; double _ransacParam2; }; } // namespace rtabmap