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synced 2026-07-30 07:43:03 +04:00
slam VO review2 minor changes/fixes
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@@ -4,11 +4,10 @@ set(debug_modules "")
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if(DEBUG_opencv_ptcloud)
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list(APPEND debug_modules opencv_highgui)
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endif()
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ocv_define_module(ptcloud opencv_geometry opencv_imgproc opencv_flann opencv_features opencv_imgcodecs opencv_video ${debug_modules}
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ocv_define_module(ptcloud opencv_geometry opencv_imgproc opencv_features opencv_video ${debug_modules}
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WRAP java objc python js
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)
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ocv_target_link_libraries(${the_module} ${LAPACK_LIBRARIES})
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ocv_warnings_disable(CMAKE_CXX_FLAGS -Wshadow)
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if(NOT HAVE_EIGEN)
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message(STATUS "Geometry: Eigen support is disabled. Eigen is Required for Posegraph optimization")
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@@ -35,12 +35,12 @@ Ptr<VisualOdometry> VisualOdometry::create(
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// Constructor
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VisualOdometryImpl::VisualOdometryImpl(
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const Ptr<Feature2D>& detector,
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const Ptr<DescriptorMatcher>& matcher,
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const Ptr<Feature2D>& detector_,
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const Ptr<DescriptorMatcher>& matcher_,
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const Mat& cameraMatrix,
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const Mat& distCoeffs,
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const OdometryParams& params)
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: detector(detector), matcher(matcher), params(params)
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const OdometryParams& params_)
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: detector(detector_), matcher(matcher_), params(params_)
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{
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cameraMatrix.convertTo(K, CV_64F);
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if (!distCoeffs.empty())
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@@ -132,10 +132,10 @@ bool VisualOdometryImpl::shouldPromoteKeyframe(int nInliers, const Matx44d& T_cw
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Point3d cCur = detail::cameraCenterWorld(T_cw);
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Point3d cLast = detail::cameraCenterWorld(lastKf->poseCw);
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Point3d d = cCur - cLast;
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double dist = std::sqrt(d.dot(d));
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if (dist > params.kfTransThresh)
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double transDist = std::sqrt(d.dot(d));
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if (transDist > params.kfTransThresh)
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{
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reason = format("trans=%.3f", dist);
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reason = format("trans=%.3f", transDist);
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return true;
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}
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@@ -218,9 +218,13 @@ bool VisualOdometryImpl::trackWithOpticalFlow(Frame& cur)
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if (!hasPrevFrame || prevFrame.image.empty()) return false;
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const Frame& prev = prevFrame;
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if (prev.undistKpts.empty()) return false;
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if (prev.keypoints.empty()) return false;
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// LK runs on the raw imgs
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std::vector<Point2f> prevPts;
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prevPts.reserve(prev.keypoints.size());
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for (const auto& kp : prev.keypoints) prevPts.push_back(kp.pt);
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std::vector<Point2f> prevPts(prev.undistKpts.begin(), prev.undistKpts.end());
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std::vector<Point2f> curPts;
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std::vector<uchar> status;
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std::vector<float> err;
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@@ -229,6 +233,13 @@ bool VisualOdometryImpl::trackWithOpticalFlow(Frame& cur)
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status, err, Size(21, 21), 3,
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TermCriteria(TermCriteria::COUNT | TermCriteria::EPS, 30, 0.01));
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// PnP uses K with no distortion
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std::vector<Point2f> curUndist;
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if (!dist.empty())
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undistortPoints(curPts, curUndist, K, dist, noArray(), K);
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else
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curUndist = curPts;
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std::vector<Point3f> obj; std::vector<Point2f> img;
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obj.reserve(prevPts.size()); img.reserve(prevPts.size());
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@@ -239,7 +250,7 @@ bool VisualOdometryImpl::trackWithOpticalFlow(Frame& cur)
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MapPoint* mp = prev.mapPoints[i];
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if (!mp || mp->bad) continue;
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obj.push_back(Point3f((float)mp->pos.x,(float)mp->pos.y,(float)mp->pos.z));
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img.push_back(curPts[i]);
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img.push_back(curUndist[i]);
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}
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if ((int)obj.size() < params.opticalFlowMinInliers)
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@@ -10,12 +10,8 @@
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#include "opencv2/ptcloud/slam.hpp"
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#include "opencv2/core.hpp"
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#include "opencv2/core/utility.hpp"
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#include "opencv2/core/utils/filesystem.hpp"
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#include "opencv2/core/utils/logger.hpp"
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#include "opencv2/core/private.hpp"
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#include "opencv2/imgproc.hpp"
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#include "opencv2/imgcodecs.hpp"
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#include "opencv2/features.hpp"
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#include "opencv2/geometry.hpp"
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#include "opencv2/video/tracking.hpp"
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