/** * This file is part of ORB-SLAM3 * * Copyright (C) 2017-2021 Carlos Campos, Richard Elvira, Juan J. Gómez Rodríguez, José M.M. Montiel and Juan D. Tardós, University of Zaragoza. * Copyright (C) 2014-2016 Raúl Mur-Artal, José M.M. Montiel and Juan D. Tardós, University of Zaragoza. * * ORB-SLAM3 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 * (at your option) any later version. * * ORB-SLAM3 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 ORB-SLAM3. * If not, see . */ #ifndef ORBMATCHER_H #define ORBMATCHER_H #include #include #include #include"sophus/sim3.hpp" #include"MapPoint.h" #include"KeyFrame.h" #include"Frame.h" namespace ORB_SLAM3 { class ORBmatcher { public: ORBmatcher(float nnratio=0.6, bool checkOri=true); // Computes the Hamming distance between two ORB descriptors static int DescriptorDistance(const cv::Mat &a, const cv::Mat &b); // Search matches between Frame keypoints and projected MapPoints. Returns number of matches // Used to track the local map (Tracking) int SearchByProjection(Frame &F, const std::vector &vpMapPoints, const float th=3, const bool bFarPoints = false, const float thFarPoints = 50.0f); // Project MapPoints tracked in last frame into the current frame and search matches. // Used to track from previous frame (Tracking) int SearchByProjection(Frame &CurrentFrame, const Frame &LastFrame, const float th, const bool bMono); // Project MapPoints seen in KeyFrame into the Frame and search matches. // Used in relocalisation (Tracking) int SearchByProjection(Frame &CurrentFrame, KeyFrame* pKF, const std::set &sAlreadyFound, const float th, const int ORBdist); // Project MapPoints using a Similarity Transformation and search matches. // Used in loop detection (Loop Closing) int SearchByProjection(KeyFrame* pKF, Sophus::Sim3 &Scw, const std::vector &vpPoints, std::vector &vpMatched, int th, float ratioHamming=1.0); // Project MapPoints using a Similarity Transformation and search matches. // Used in Place Recognition (Loop Closing and Merging) int SearchByProjection(KeyFrame* pKF, Sophus::Sim3 &Scw, const std::vector &vpPoints, const std::vector &vpPointsKFs, std::vector &vpMatched, std::vector &vpMatchedKF, int th, float ratioHamming=1.0); // Search matches between MapPoints in a KeyFrame and ORB in a Frame. // Brute force constrained to ORB that belong to the same vocabulary node (at a certain level) // Used in Relocalisation and Loop Detection int SearchByBoW(KeyFrame *pKF, Frame &F, std::vector &vpMapPointMatches); int SearchByBoW(KeyFrame *pKF1, KeyFrame* pKF2, std::vector &vpMatches12); // Matching for the Map Initialization (only used in the monocular case) int SearchForInitialization(Frame &F1, Frame &F2, std::vector &vbPrevMatched, std::vector &vnMatches12, int windowSize=10); // Matching to triangulate new MapPoints. Check Epipolar Constraint. int SearchForTriangulation(KeyFrame *pKF1, KeyFrame* pKF2, std::vector > &vMatchedPairs, const bool bOnlyStereo, const bool bCoarse = false); // Search matches between MapPoints seen in KF1 and KF2 transforming by a Sim3 [s12*R12|t12] // In the stereo and RGB-D case, s12=1 // int SearchBySim3(KeyFrame* pKF1, KeyFrame* pKF2, std::vector &vpMatches12, const float &s12, const cv::Mat &R12, const cv::Mat &t12, const float th); int SearchBySim3(KeyFrame* pKF1, KeyFrame* pKF2, std::vector &vpMatches12, const Sophus::Sim3f &S12, const float th); // Project MapPoints into KeyFrame and search for duplicated MapPoints. int Fuse(KeyFrame* pKF, const vector &vpMapPoints, const float th=3.0, const bool bRight = false); // Project MapPoints into KeyFrame using a given Sim3 and search for duplicated MapPoints. int Fuse(KeyFrame* pKF, Sophus::Sim3f &Scw, const std::vector &vpPoints, float th, vector &vpReplacePoint); public: static const int TH_LOW; static const int TH_HIGH; static const int HISTO_LENGTH; EIGEN_MAKE_ALIGNED_OPERATOR_NEW protected: float RadiusByViewingCos(const float &viewCos); void ComputeThreeMaxima(std::vector* histo, const int L, int &ind1, int &ind2, int &ind3); float mfNNratio; bool mbCheckOrientation; }; }// namespace ORB_SLAM #endif // ORBMATCHER_H