* VWDictionary: use multi-core FLANN kNN search
* Add parameter with default 1 thread
* Kp/FlannTreads plumbing to UI. Also added to performance tests for comparison.
* fixing ci error
* dump debug data for windows ci
* Adding more dll debugging report windows ci
* install vc2012 runtime explicitly
* updated comment
---------
Co-authored-by: matlabbe <[email protected]>
* Add FlannIndex abstract interface and implement NanoFlannIndex subclass
* Refactored: made NanoFlann a new NN type instead of inheriting FlannIndex. Added tests. Vendoring nanoflann.h directly in the repo. RegistrationVis now use NANOFLANN_INDEX_KDTREE_SINGLE (instead of FLANN_INDEX_KDTREE_SINGLE) flann index for 2d points matching.
* cleanup comments, added FlannIndex doxygen
* Fixing windows tests
* updating flaky test
* Simplified interface, added flann kdtree single approach selectable by parameters.
* RegVis: symmetry of nanoflann for two branches of guess feature matching
* cv::BFMatcher baseline
* Small cmake optimization FLANN_KDTREE_MEM_OPT only defined for FlannIndex
* Refactored where FLANN_KDTREE_MEM_OPT is defined
* fixed file name already exist
* cleanup
* fixup build
---------
Co-authored-by: matlabbe <[email protected]>
* Fix possible staled flann index
* fixed compatible crc flann index after repair and reload
* Added tests
* test coverage
* testing another possible branch
* removed doxygen tag version not opulated yet
* updated codedev to ignore test code
* Disabled all mac intel ci flaky builds
* added doc and tests for util2d.h
* updated cmake-ros ci
* Added util3d.h doc and tests
* util3d_transforms.h: Added doc and tests
* util3d_filtering.h: started doc and test
* util3d_filtering.h: more tests and doc
* Added more doc/tests
* finished util3d_filtering doc and tests
* added test for util2d::depthBleedingFiltering
* Added util3d_registration tests
* Added util3d_features.h doc/tests
* added doc/tests for util3d_correspondences.h
* added doc/gtest for util3d_mapping.h (missing hpp functions)
* finished testing util3d_mapping.hpp
* Added util3d_motion_estimation.h tests (2D->3D done)
* finished util3d_motion_estimation.h tests
* minimal util3d_surface.h
* Added Transform and VisualWord tests
* Added doc for CameraModel and StereoCameraModel
* Added more logs in ros ci
* Passing tests on fical
* improved all devcontainer
* added devcontainer kilted, fixed source setup.bash, removed ldconfig in ros-cmake workflow
* cleanup
* source ros
* Added utilite tests
* Added testing to appveyor, github actions cancellable on re-commit on same branch
* appveyor testing without all targets
* appveyor: specifying ALL_BUILD target
* Fixed Util2dTest.NMSImageBoundsRespected test
* Fixing PCL Indices error on old pcl
* Added VWDictionary tests and doc. Fixed LSH not working (fix from https://github.com/flann-lib/flann/pull/472
* fixing some appveyor CI errors, added test to check dictionary serialization against all type
* Added StereoDense, StereoBM and StereoSGBM doc and tests
* Added Stereo tests
* Added CameraModel and StereoCameraModel tests
* Added doc and test for Statistics
* Added doc/tests for Signature
* Added doc/test for SensorEvent, added doc for SensorCaptureInfo
* Added doc to SensorData
* Added SensorData tests
* Added SensorCapture and SensorCaptureThread doc and tests
* fixed sensordata test
* updated SSC test and doc
* Added doc and tests for BayesFilter class
* Enabled testing on mac, updated windows testing like on linux
* added test_link
* fixed unresolved on windows
* fixed ThreadHandle error on macos ci
* Added GPS and GeodeticCoords tests
* Added tests for compression
* Added Odometry tests (base class only)
* Added DBDriver tests
* Added coverage report
* uniformized test names
* fixing concurancy and coverage ci
* dont built tools, examples and app for coverage build
* fixed report tool rebuilt without qt compilation error
* updated coverage option
* updated coverage config
* added doc CI job
* fixing windows and mac ci errors
* Added DBDriverSqlite3 tests
* Added IMU tests
* Added Graph tests
* fixing flaky macos test
* Added IMUThread and IMUFilter tests
* Added Landmarks tests
* Added LASWriter tests
* fixing seed flaky test
* fixing flaky macos timing tests
* Added LocalGrid tests
* Added LocalGridMaker tests
* fixing ci errors
* Added GlobalMap tests
* Added doc for EnvSensor
* Added Features2D tests
* Added Registration tests
* Added RegistrationVis tests
* Added doc for Rtabmap and Memory classes
* Added Memory and Rtabmap tests
* making some tests less flaky
* lcov 1.14 support
* updated compatible tool arguments
* Added integration tests (RGB-D, Stereo, Lidar2d, Lidar3d)
* More octomap checks
* Refactored how/when python interpretor is created to simplify library usage
* Added python tests
* fixed some flaky tests
* suppressed some third party related warnings
* fixed ceres tests
* more flaky fixes
* Fixing tests without libpointmatcher
* Added RANSAC rejection filter to PCL ICP
* fixing multi platform flakiness
* Added test to detect regression
* Fixing windows pcl link error
* fixed some macos flakiness
* bigger 2D2D registration error on opencv 4.6.0
* flakiness
* fixing flaky tests on windows and mac
* flaky thread test on slow mac VM
* windows slow test
* fixing more ci erros
* fxing temp dir on windows
* Added Optimizer tests and discovered some bugs (fixed)
* fixing flaky tests in mac and windows
* Added Optimizer doc
* Added GTSAM BA, updated Ceres to use g2o ba parameters. Renamed g2o's ba related parameters to Optimizer group and used by both gtsam and ceres.
* fixing build without gtsam
* fixing home dir
* fixing python ci isssues
* Added multicam ba tests
* Added Ceres multicam BA support
* Aligned BundleAdjustment parameters with Optimizer/Strategy to avoid confusion in the code
* Added BA integration test
* Added robust graph optimization integration test
* Added loop3it test
* Added stereo20Hz test
* Added smartfactor gtsam
* Fixed bugged check and warn if python didn't return any descriptors
* Fixing gtsam version build issues
* fixing tilt on windows ci
* loosing ceres integration test for ci
* mac ci flakiness
* updating missing param in gui
* updating test bound for mac
* added appearance-based tests, set min gftt quality to quality level
* testing more stuff
* improving features2d tests
* ci flakiness
* fixing flaky ci
* ci fixes
* flaky fixes
* Added RegistrationIcp tests
* Added icp integration test with real-worl corridor like env
* intermediate nodes
* fixing enum
* Updated test to catch #1714
* Fixed 2d corridor failing on pcl
* flaky pnp test
* flaky brisk test
* Set rtabmap_integration test as long
* updating loop closure test
* flaky ci tests
* TEsting roundtrip g2o/toro save/load
* loosing test bound
* fixed cuda capable checks
* flaky tests
* Debugging test hanging
* more debugging stuff
* updating limit
* windows: disabled cuda on ci to avoid incompatible driver issue. Fixing a bad test mem allocation
* trying fixing cuda hanging issue
* fixing ci flakyness
* flaky tests
* Updated BOW flaky tests by checking min precision/recall instead of recall@100precision. Fixed signature test
* CameraModel::load() test initRectificationMap param
* test dbdriver load dictionary idsOnly
* Memory: test keepLinkedInDb param
* added dummyDictionary tests
* test intermediate nodes count
* Added MarkerDetector tests
* reverted breaking change of UMutex and USemaphore
* Features2d: fixed compiltion warnings with clang about override
* clang warnings
* fixing test build with pcl 1.8
* g2o and gtsam build errors on android
* opencv5 test fixes
* disabled testing for ios and android builds
* normalized endline characters for easier diff
* added LF CRLF rule
* bump 0.23.10. fixing doc version
* Publish rtabmap website doc from ci
* fixing MSCVC build error
* macos icp flaky test
* fixing ceres macos test bound
* ficing more flaky tests
* fixing opencv5 related test errors. Also fixed an actual bug in ENU_WGS84ToGeocentric_WGS84()
* added comment about mrpt change
* removed rosdoc2 (will add it for rtabmap_ros later)
* fixing website style
* updated download links
* locally deployable website with api
* sweep doxygen issues
* improved/revised doxygen main pages
* removed examples empty page
* Updated doxygen style
* more concise doxygen groups
* added api link on main readme
* fixing utilite test error
* fixing CommonFilteringGroundNormalsUp test
* updated precisionRecall test bounds for Freak and brief descriptors
* fixing scale check in ba tests
* disabled tests on windows cuda build (missing dlls amd runner cannot test cuda anyway)
* ceres: missing suitesparse dep in windows ci
* adjusting recall thr for fast/freak
* ficing more flaky tests
* fixing flaky tests
* disabled coverage in ros ci
* Enable integration tests for ros ci jobs
* loosing up some threshold for failing tests
* trigger cache
* fixing test data in ros ci. Updated flaky test for mac
* slaking some test limit
* Fixed rtabmap-detectMoreLoopClosures inverted output value
* loosing up sift recall on mac
* optimizer re-ordered distribution for reproducible results (mac g2o)
* macos dump test crash log
* combining all tests to save time on shared library reload. Also fixed Logs with missing arguments.
* Added ENABLE_FORMAT_ERRORS cmake option
* do test only one time
* fixed all format warnings
* format security android build errors
* less verbose tests
* updated ImuUThread test
* fixed a log
* Fixed libpointmatcher 2d normals eigen issue
* Fixing libpointmatcher conversion issues
* fixing libpointmatcher test on windows ci
* cleanup comments, relax some test thr
* disabled sequoia-intel ci build (too flaky, would need extensive testing directly on that machine)
* Reduce graph: remove orphan nodes from WM after reduction
* fixed eror
* ignore ids< 0
* add warning and cleanup only when option is used
* updated feedback
* Abort --sync_wm_and_opt_graph if a lot more WM nodes have to be transferred.
* typo
* refactored... completly
* fixed optimized graph cleared
* updated option description
* updated comment
* Added dummy dictionary function to speedup initialization when we dont need the dictionary fully loaded in memory.
* Fixed nodes weight not modified in db when deleted
* Removed AutoUpdate parameter, not needed
* Fixed dummy dictionary usage for detectMoreLoopClosures. Added checks to disable graph reduction when intermediate nodes are detected.
* updated log
* New rtabmap-reduceGraph CLI tool
* fixed some edge cases
* Regenerating optimized map if there was one before reducing the graph
* addMoreLoopClosures: refactored how ctrl-c is handled to stop faster when no loop closures are added
* Added kilted status
* Make offline tool always propagate neighbor merged links
* removed a parameter
* fixed disconnected graph
* fixed --help
* Added error log on Kp/NNStrategy not compatible with huge vocabulary. ReduceGraph/DetectMoreLoopClosures: Make sure original parameters are saved back on closing. g2o: fixing optimizer to Levenberg for SBA to avoid [SetJac] infinite jac fatal error.
* exposing neighbor merged ratio parameter to the tool
* show param in log
* refactored detectMoreLoopClosures to ignore too close nodes in terms of neighbor links based on Mem/STMSize parameter. Reduce graph: added direction parameter.
* Simplified: removed ratio parameter, removed recursive reduction. Just don't reduce if a NM link is longer than maxDistance.
* Removed NNStrategy override, as it was still done on closing when we changed back to original params
* DBViewer: show missing links when showing OptimizedPoses in GraphView, fixed clicking on landmark links
* DetectMoreLoopClosures: Added support for min graph distance option in MainWindow and DbViewer
* slight renaming of ROS jobs
* reprocess: added option --params_last
* Detect more loop closures from/to specific map ID only option
* default value -1
* Added elapsed time
* Avoid loading ALL signatures in RAM, only load them when necessary
* Avoid creating flann index when initializing with Kp/NNStrategy>=3
* Setting opt params by default
* On init, rebuild the dictionnary only once
* Fixed first dictionary update to avoid rebuilding multiple times. Commented some very verbose debug logs (should create a new level: UVERBOSE or UTRACE)
* bump version 0.23: added parameters "Mem/LoadVisualLocalFeaturesOnInit", "Mem/FlannIndexSaved", "Kp/SerializeWithChecksum".
* Renamed Mem/FlannIndexSaved to Kp/FlannIndexSaved. Update UI Preferences with new parameters.
* commented some very verbose debug logs
* Warn flann index serialization not implemented on windows
* Warn flann index deserialization not implemented on windows
* Removing some verbose logs
* missing header (win32)
* Added GlobalMap::fullUpdateNeeded() function
* Adding log
* Save flann index even if links changed
* log time to serialize flann index
* Make dictionary modified only after we update
---------
Co-authored-by: Mathieu Labbe <[email protected]>
Refactored how features are stored in Signature (significative memory optimization, causing major refactoring in Memory, RegistrationVis, OdometryF2M)
FLANN: optimized memory usage when Kp/IncrementalFlann is false
Added memory usage functions
Added statistics Loop/Visual_inliers_ratio/ and Memory/RAM_estimated/MB
EpipolarGeometry: templated findPairs functions
graph::filterLinks: added inverted option
LocalBundleOnLoopClosure: Force to use only neighbor links
MainWindow: fixed max depth filtering for map's features
Rtabmap::getSignatureCopy() fixed links not returned
Added UPlot::getAllCurveDataAsText() function.
DbViewer: fixed features not rendered in right view when failing ro refine a constraint
report: added --export and --export_prefix options (to export figures data)
Parameters:
-Added "GridGlobal/MaxNodes=0", "Rtabmap/PublishRAMUsage=false", "Mem/DepthAsMask=true", "Kp/FlannRebalancingFactor=2.0", "Vis/DepthAsMask=true".
-Modified "Kp/DetectorStrategy=6", "Kp/MaxFeatures=500", "Mem/UseOdomFeatures=true", "GFTT/QualityLevel=0.001", "GFTT/MinDistance=3", "RGBD/OptimizeMaxError=1", "RGBD/ProximityPathFilteringRadius=1", "Odom/GuessMotion=true", "Odom/VisKeyFrameThr=150", "OdomF2M/BundleAdjustment=1", "Vis/Iterations=300" if built with g2o, "OdomF2M/BundleAdjustmentMaxFrames=10", "OdomFovis/MinFeaturesForEstimate=20", "OdomORBSLAM2/MapSize=3000", "Reg/RepeatOnce=true", "Vis/PnPRefineIterations=0" if built with g2o, "Vis/CorGuessMatchToProjection=true", "Vis/BundleAdjustment=1" if built with g2o, "Icp/MaxCorrespondenceDistance=0.1", "Icp/PointToPlaneK=5", "Icp/PointToPlaneRadius=1", "Icp/PM=true" if built with libpointmatcher, "Stereo/MaxLevel=5", "Stereo/MinDisparity=0.5".
BayesFilter: optimized prediction matrix update. Use of new argument "ignoreLocalSpaceLoopIds" of Memory::getNeighborsId() to ignore loop closure link by space in prediction update.
CameraThread: Added stereo exposure compensation option.
CameraRGB: Added forceGroundNormalsUp option and added support of ground truth from EuRoC dataset.
Statistics: Added "Memory/RAM_usage/MB".
Transform: Added clone() method to do deep copy.
Graph::importPoses(): EuRoC format support (9).
Rtabmap: Local visual loop closures are now identified as GlobalClosure link type.
OccupancyGrid/OctoMap: updated how cache is used (old node retrieved can be re-added to map without re-assembling the whole map).
OdometryF2F: when using ICP, increasing correspondence distance for first two frames. If Vis/CorType=1 and registration fails, second guess without motion is done with Vis/CorType=0.
OdometryF2M/RegVis: updated how features are removed from the map, using new projectedIDs filled in RegistrationInfo by RegistrationVis.
OdometryORBSLAM2: Maximum size of the feature map can be set with "OdomORBSLAM2/MapSize" parameter.
CloudViewer: fixed opengl camera drifting in follow mode.
DatabaseViewer: Added optimization scale option. ConstraintsView: hide loop closure links if type is ignored in gui parameters.
MainWindow: Support of "GridGlobal/MaxNodes" parameters when updating the maps.
UPlot: don't show ellipses when not in graphics view mode, updated how "random" colors are attributed to curves
Added rtabmap-euroc_dataset tool. Updated rtabmap-kitti_dataset and rtabmap-rgbd_dataset tools.
Added rtabmap-reprocess tool.
Added Feature2D::generateKeypoints3D() for convenience.
Added parameter "Vis/PnPOpenCV2".
Added parameter "Vis/ForwardEstOnly".
Removed OdometryOpticalFlow class, replaced by OdometryF2F (frame-to-frame). To get the same previous OpticalFLow approach, parameter "Vis/CorType" should be set to 1.
Some parameters under group "OdomFlow/..." are now under "Vis/CorFlow...".
In Registration class, add computeTransformationMod() method to modify input signatures.
Added constructor Signature(SensorData) for convenience.
Modified words multimap used with cv::Point3f instead of pcl::PointXYZ to limit the use of PCL headers where they are not really required.
Added Stereo::create() for convenience.
Transform: fixed quaternion constructor where data_ was not initialized. Added parentheses operator for convenience.
DatabaseViewer: loading .rtabmap/rtabmap.ini instead of .rtabmap/dbViewer.ini when used from rtabmap application. Added vertical layout option for convenience.
MainWindow: fixed wrong Odometry speed values
ParametersToolBox: using QStackedWidget instead of a QToolBox for space, added "Restore Defaults" button.
