Commit Graph

2062 Commits

Author SHA1 Message Date
matlabbe
e61a45e44f fixing mac ci 2026-07-10 20:39:42 -07:00
matlabbe
4056c152f0 added --rewind, use sqlite3 changeset instead of patchset 2026-07-10 20:28:55 -07:00
matlabbe
8f63846b66 added option to reduceGraph and detectMoreLoopClosures tools 2026-07-10 20:06:54 -07:00
matlabbe
15109dfa9e Reprocess: added -track_changes option. Added rtabmap-dpupdate. 2026-07-10 19:39:22 -07:00
matlabbe
d069becc72 Windows CI: make vcpkg download compatible with draft release (#1727)
* Windows CI: make vcpkg download compatible with draft release

* forcing nvdia driver dll to be ignored in fixup_bundle

* disabling opencv cudec and python

* disabling rtabmap-console --version on cuda build

* Added assert when bad imu data is provided. Added checks when zed sdk is returning nan imu data.

* Updated zed sdk5 resolution and quality

* Updated zed sdk5 resolution and quality

* Fixing parameters reloaded when testing camera. Also fixed app freezing when closing Preferences dialog after using test camera dialog

* cleanup and debug logs

* Added dialogs when starting/stopping sensors/detection. Fixed nullptr bug on MainWindow::handleEvents

* renamed

* found a way to expose ZED model downloads

* Updated default config path on Windows

* Fixed extra endline in file logging (windows)

* Fixed camera local transform when used with lidar and odomSensor

* CI(macos): build g2o from source with OpenMP (libomp include/link fix)

* Mac: added ceres dep, fixed omp not found by cmake

* Mac: bundle orbbec extensions

* stripping rpath of orbbec's extensions

* cleanup

* Realsense2 error as error (not warning)

* Fixed config ownership changed to root when sarting in sudo. LidarVLP16: fixed crash on Mac by reimplementing our own socket threading

* LidarVLP16: own socket implementation only for Mac (linux and windows use original PCL's reader)
2026-07-04 18:16:37 -07:00
matlabbe
cb34c4bd37 MacOS and Windows binaries update (0.23.8) (#1726)
* Windows CI: more sensor drivers + Windows/macOS bundle scripts

* added opengv to mac build

* windows bundle fixes

* zed extra neural ddl in separate package

* OpenGV macos eigen version error

* opengv macos build issues
2026-07-01 18:11:28 -07:00
matlabbe
c55c05a97e CameraImages: support reading multicamera image and calibration files (#1721)
* CameraImages: support reading multicamera image and calibration files

* Added multi camera support for CameraStereoImages. Refactored single calib per frame option.

* refactored

* refactor

* bump 0.23.8
2026-06-23 19:13:18 -07:00
matlabbe
9f464db7c9 OpenVINS config file support (#1719) 2026-06-13 16:20:37 -07:00
matlabbe
1dddb350b9 TORO: adding support to load 2d graph (#1718)
* TORO: adding support to load 2d graph

* making marker detection with multicam less verbose

* wrong edge index size

* skip landmarks
2026-06-09 12:05:30 -07:00
matlabbe
468f6e6f28 Fixing empty descriptors on bad signatures (#1714), (bug from #1698) (#1717)
* Fixing empty descriptors on bad signatures (#1714), (bug from #1698)

* PyDetector: dont assert (just error) if descriptors/keypoints don't match. SuperPoint approaches: try re-initializing superpoint detection on the provided image if descriptors could not be fetched the first time (auto recover).
2026-06-07 13:19:31 -07:00
matlabbe
f29676deb0 PyDetector: adding check if returned descriptors are empty (#1715)
* PyDetector: adding check if returned descriptors are empty (addressing #1714)

* Throwing error instead of asserting if keypoints and descriptors mistmatch

* ading error instead of warning

* lets do warnings instead (could be possible that images are blanck)
2026-06-01 21:04:08 -07:00
matlabbe
6f34498651 rtabmap-info: fixing empty parameter strings showing of as NA (#1712)
* rtabmap-info: fixing empty parameter strings showing of as NA

* show all strings with quotes
2026-05-29 13:09:21 -07:00
matlabbe
bb95cc081a Fixed backward compatibility with bionic (Qt::ItemFlags) (#1710)
* Fixed backward compatibility with bionic (Qt::ItemFlags)

* dont remove occupancy grid with not publish last signature data
2026-05-27 17:42:21 -07:00
matlabbe
4756474367 Adding support for AprilTag v3 library (#1702)
* Adding support for AprilTag v3 library

* New parameter: Marker/Strategy (default opencv-aruco as before). Optimized multicameras marker detection (do only once with stitched image)

* Exposed all AprilTag parameters. Sharing Marker/Dictionary between opencv and apriltag implementation. Added new Marker/Lengths parameter.

* Support AprilTAg library not built with aruco

* cleanup

* Added marker range support

* Make apriltag detection in same orientation than opencv

* fixed shenanigans when rendering markers with multi cameras

* Don't update odom cache (localization mode) when not moving (detecting loop/landmark or not)

* fixed some quirks (camera viewer + tag working)

* Setting quad decimate to 1 by default

* typo

* Implemented OptimizerG2O::loadGraph()

* added apriltag's aruco support info in the cmake config summary

* fixed warning

* fixed isam2 assert when using landmarks

* Fixed homography on multicam

* Adding marker detection time for convenience

* Added missing MIP 36h12 tag family in UI
2026-05-26 17:43:34 -07:00
matlabbe
49aa566613 Fixed empty global map on ros (regression from #1698) (#1709) 2026-05-23 13:36:15 -07:00
matlabbe
8d0692eab0 Save intermediate node input features (#1698)
* Avoid removing nodes from STM when using CreateIntermediateNodes

* Clean up the data of the intermediate node when IntermediateNodeDataKept is false

* Save intermediate node input features

* Don't delete intermediate nodes

* comment typo

* Updated parameter description, bump patch for DBReader API chang

* When ID is not udpated to new one, don't disable words because that signature is still used in the bayes filter

* updated comment

* rtabmap-reprocess: support Rtabmap/DetectionRate when intermediate nodes are created and -skip option is not used

* Fixed smallMovement when rehearsal is not trigdered at the same time

* GUI: visualize rehearsal darkblue when intermediate nodes are used

* Fixed RtabmapThread not transfering input features on intermediate nodes

* Do not override smallMovement and fastMovement when converting to intermediate nodes to keep GUI visualization color working

---------

Co-authored-by: Borong Yuan <yuanborong@hotmail.com>
2026-05-14 09:20:09 -07:00
matlabbe
c1ef13a8d6 Various QoL (refactored RTABMAP_VERSION_COMPARE) (#1695) 2026-05-04 20:12:31 -07:00
matlabbe
37f8fa63c5 Auto graph repairing (#1691)
* Auto graph repairing: detect and remove bad loop closures accepted in the past that block new good loop closures to be accepted

* Added parameter RGBD/OptimizeMaxErrorRepairRadius: added approach to repair the graph (remove bad loop closures added in the past). Refactored max optimization error function, split repairGraph to its own function.

* Handling optimization from graph end in repair

* MaxGraphErrors: changed link's pointers to copy directly to avoid seg fault down the road if not used properly

* Dont publish optimization statistics if it was not computed.
2026-05-04 16:02:55 -07:00
Borong Yuan
0cf2e45c81 Preserve the attributes of intermediate nodes when retrieving data from the database (#1694) 2026-04-29 08:04:37 -07:00
Borong Yuan
ebba7e4878 Correct the Jacobian calculation of GravityFactor (#1692)
* correct the Jacobian calculation of GravityFactor

* reimplement GravityFactor's analytical Jacobian

* adopt some minor changes from the GTSAM mainline

* use GTSAM's native AttitudeFactor instead of GravityFactor

* add missing header file and namespace prefix

* Removed GravityFactor. Fixed build with latest GTSAM version from source. Require c++17 when building with GTSAM>=4.3.0.

* Fixed cmake error when gtsam is not installed

---------

Co-authored-by: matlabbe <matlabbe@gmail.com>
2026-04-26 15:33:05 -07:00
matlabbe
9cbe84e445 Support intermediate nodes with memory management enabled (#1687)
* Support intermediate nodes with memory management enabled

* Adding fix from #1686

* Fixed odomCache overlay shown in mapping mode

* Fixed local retrieval with intermediate nodes

* bumping version for updating API. Fixed getting graph error.

* Disable planning if intermediate nodes are there. Updated usage of Kp/BadSignRatio to support intermediate nodes.
2026-04-19 16:08:03 -07:00
matlabbe
79ff91d293 Added Statisics: Loop/Optimization_max_error_from_id and Loop/Optimization_max_error_to_id to help with debugging rejected loop closures 2026-04-16 17:39:58 -07:00
matlabbe
aa7546ec62 Enable WITH_PYTHON on CI (#1689)
* Enable WITH_PYTHON on CI

* add python-dev

* use python3-dev instead of libpython3-dev

* use action to instlal python

* pybind now missing

* Fixed python build on linux

* warning

* try to install compatible pybind

* explicitly set where to find pybind
2026-04-14 12:09:41 -07:00
matlabbe
a8fd7f043d CloudViewer: fixed rendering camera rotation not normalized warning 2026-04-13 01:16:58 +00:00
Abhijith
a9f63bd5fd Add LIO-SAM as an odometry strategy (#1684)
* Added liosam odometry integration

* Add kXYZIRT scan format with per-point ring channel for LIO-SAM integration

Introduce PointXYZIRT point type and kXYZIRT LaserScan format (x,y,z,
intensity,ring,time) so that ring indices survive the scan pipeline.
Update OdometryLIOSAM to require kXYZIRT and properly split ring/time
into the parallel buffers LIO-SAM expects. Extend deskewing to preserve
ring data and disable base-class deskew in OdometryLIOSAM since LIO-SAM
handles it internally.

* Address PR review: config file, deferred init, and GUI panel for LIO-SAM

- Add OdomLIOSAM/ConfigPath parameter to load LIO-SAM settings from a
  YAML file. When set, individual params are ignored. Extrinsics from
  sensor local transforms always override config file values.
- Defer LioSamCore initialization until both IMU and lidar local
  transforms are available, computing T_lidar_imu from sensor data.
  IMU samples are buffered and replayed after init.
- Fix deferred init for scan-only messages that arrive after IMU
  local transform is already cached.
- Add LIO-SAM entry to odometry strategy combo box (index 14) with
  full PreferencesDialog panel including config path browse button
  and all parameter widgets.

* OdometryLIOSAM: propagate deskewed scan to SensorData

Capture the deskewed cloud produced by LIO-SAM's image projection
stage and replace the raw scan on SensorData with it, so loop closure
registration and other downstream stages operate on the motion-
compensated points instead of the raw pre-deskew input.

* Minor updates for rtabmap_ros

---------

Co-authored-by: matlabbe <matlabbe@gmail.com>
2026-04-12 18:06:44 -07:00
matlabbe
8fd701aabe Fixing prior and gravity constraints support for SBA with orbslam dep… (#1683)
* Fixing prior and gravity constraints support for SBA with orbslam dependency

* Updated an error log msg
2026-04-05 12:36:54 -07:00
matlabbe
1ea8fa2e06 New rtabmap-reduceGraph CLI tool (#1655)
* 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
2026-04-04 19:48:03 -07:00
matlabbe
51cfc37923 Update CI badges (#1681)
* OptimizerG2O: adding support for priors in SBA

* Fixed computeError

* don't fix root id roll/pitch if gravity constraints are fed (SBA)

* changed number_t to double

* forward compatibility

* cleanup

* log

* Updated CI status

* split cmake workflow in linux and windows

* bump release badge version

* uniformize name

* fixing android build
2026-03-29 12:34:09 -07:00
matlabbe
26bab2ba15 OptimizerG2O: adding support for priors in SBA (#1670)
* OptimizerG2O: adding support for priors in SBA

* Fixed computeError

* don't fix root id roll/pitch if gravity constraints are fed (SBA)

* changed number_t to double

* forward compatibility

* cleanup

* log
2026-03-29 11:30:33 -07:00
matlabbe
20409d2bf6 Cudasift tuning and SSC supporting multicameras (#1677)
* CudaSIFT: filter doubles

* removed fixed threshold

* SSC can be used with multicameras. Refactored CudaSIFT to support SSC. Add new parameter SIFT/MaxGaussianThreshold. DbViewer: show negative features with gray color (so that we can know which features are in the vocabulary)

* Added SIFT/MaxGaussianThreshold parameter

* Updated parameter description
2026-03-28 18:47:46 -07:00
matlabbe
f94a963463 CID-SIMS support (#1676)
* cid-sims dataset support

* Added cli tool to test CID-SIMS dataset

* removed debug log
2026-03-28 14:33:26 -07:00
Borong Yuan
5b985f69be Add params to filter out poor stereo flow matches (#1667)
* Add params to filter out poor stereo flow matches

* Added parameters: Vis/CorFlowUseMinEigenVals, Vis/CorFlowMinEigThreshold, Vis/CorFlowErrorThreshold. Renamed Stereo/GetMinEigenVals to Stereo/UseMinEigenVals

* Setting suggested default value of 20 for Vis/CorFlowErrorThreshold

---------

Co-authored-by: matlabbe <matlabbe@gmail.com>
2026-03-17 21:53:14 -07:00
matlabbe
018b804a46 Adding OpenGV as submodule (optional) and use Github actions for windows CI (#1656)
* Adding OpenGV as submodule (optional)

* Remove submodule to migrate to FetchContent

* using FetchContent

* remove empty .gitmodules

* Fixing OpenGV not able to find eigen on windows

* patching opengv to adjust -march=native based on PCL

* fixing patching on windows

* eigen fix

* PR cancel on-going CI builds if new commit is added to PR

* try another approach

* updating patch with some logs

* more debug mesage

* fixing EIGEN_INCLUDE_DIR

* enable rolling_builds on appveyor

* removed rolling_builds appveyor

* fixing eigen cache

* test

* more debug logs

* another try

* cleanup

* updated appveyor to work with fetchcontent

* removed mkdir build (appveyor)

* appveyor: trying ninja to increase CI speed

* removed mkdr

* appveyor: spitting opengv and rtabmap builds to be under 60 min per job

* appveyor: caching dependencies

* using global configuration

* using baked image

* fixing wget in ps

* fixing not support for

* pip error

* reverted pip install

* fixed realsense cache

* fixing multi step build

* removing baked image

* typo

* Windows: Converted appveyor to github actions

* updated boost version

* fixing boost

* udpated  boost config

* boost...

* platform_version

* install boost directly

* silent boost install

* very silent boost

* fixing ls

* added boost install dir

* showing boost install dir

* moved windows dependencies in external action file

* explicitly save boost cache to same time on iterations

* pip install gdown

* update

* caching more deps

* caching all depts

* removed explicit boost cache save

* mscv 14.0

* forcing building visual studio 14 2015

* installing v12 in 2022 instead

* setup cmd prompt

* init right toolset

* fixing system version for opengv compilation error

* fixing package and artifact

* CMAKE_VS_WINDOWS_TARGET_PLATFORM_VERSION

* removing cmd

* find manually psapi.lib

* resolve

* refactor psapi env

* forcing 10.0.19041.0

* using windows=2022 runner instead

* added vcpkg

* commenting windows-latest for now

* trying vcpkg instead

* search path

* updated path

* moved json

* removed deleted file for git

* adding a real version

* using version-string

* cleanup vcpkg

* building artifacts with vcpkg

* removed old windows build approach, added custom dependencies (gtsam, libpointmatcher) to vcpkg build

* udpated vcpkg version for issue https://github.com/microsoft/vcpkg/pull/49103

* try with minimal dep first

* disable opengv for now

* try vcpkg single compilation

* space

* updated link

* fixed qupote

* fixing cache name

* adding debug folder

* adjust path

* adjust path

* providing vcpkg binaries instead

* ident

* added triplet

* added BOOST_ROOT

* boost root

* boost root

* fixed path

* adding eigen headers

* try path

* cmake prefix path

* boost timer def

* libnabo fixes

* pointmatcher prefix

* disabling pointmathcer tests

* updated cmake parameters

* changed how file is downloaded

* trying curl instead

* puttoing backe InvokeWeb because it is a dropbox issue

* skipping optional deps for now

* ficing env variable

* triplet

* installing triplets

* not overriding default vcpkg env variables

* missing path

* manifet install off

* that was working locally

* missing protobuf path

* fixing tiff not found

* fixing vtk not found

* more vtk fixes

* another thy

* changing download url

* updated url

* try

* shoudl work now

* protobuf exe

* readding tiff

* explicit vcpkg installed folder

* missing commands

* try without tiff

* ficing vtk comple path

* -DPSAPI_LIBRARIES=Psapi.lib

* quoting

* fixing psapi required

* Set up MSVC Developer Command Prompt

* disabling pckaging for now

* openni.ini

* renabling packing

* Added stripped deps

* fix name

* updated binaries

* format

* updated opengv eigen path

* added tbb dep

* updatd archive name with vs version

* updated archive in action

* fixing patch error

* corrupted

* updated gtsam version / vcpkg

* removed appveyor. Set internal opengv build disabled by defaut (because build can be very long on some machines), will enable it inside the ros release branches instead.

* updated opengv patch

* gtsam mkl dep

* updated vcpkg binaries

* updated patches

* removed mkl dep

* missing eigen in gtsam dep

* disabling gtsam till we find a compatible version locally

* all working locally!

* removed ninja

* working python calls

* fixed hard symlink for python3.dll

* fixed qt missing png, fixed opengv not finding eigen with config, fixed python3.dll missing

* fixed flaoting dockwidget on start, removed cmd line window when launching bundled app

* use sub-packages cudnn

* Added cuda dev workflow

* fixed archive name

* Updated deps with pytorch cuda

* updating ci PATH

* fixing ci build without torch

* rename cuda artifacts

* cache cuda, add job to test internal opengv build

* Updated output artifacts zip name

* windows package: only zip on pull request

* Change USE_INTERNAL_OPENGV to BUILD_OPENGV

* use use-github-cache

* updated artifacts path
2026-03-15 14:57:27 -07:00
matlabbe
8051be45b3 Automated dictionary recovery/repairing (#1669)
* Automated dictionary recovery/repairing

* typo

* updated comment

* updating dictionary after fixing it

* Fixing missing ref

* Adding helping assert msg in case of repairing failure
2026-03-11 15:10:52 -07:00
matlabbe
0ef907757b Detect more loop closures from/to specific map ID only option (#1653)
* 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
2026-02-13 10:49:12 -08:00
matlabbe
d6cf470402 Support proximity detection when switching from localization mode to slam mode (#1644) 2026-02-13 10:46:26 -08:00
matlabbe
b47c4093a6 CudaSIFT: using abs(sharpness) instead of sharpness as response value (this slightly change how most significant features are retained with Vis/MaxFeatures or Kp/MaxFeatures). OptimizerTORO: changed a fatal log to error log when loading a link with not existing poses. 2026-02-05 15:45:29 -08:00
Borong Yuan
040de14ec8 fix another typo for ceres optimizer (#1645) 2026-01-26 13:27:00 -08:00
matlabbe
e6bc39028a Fixed RGBD/StartAtOrigin using landmark position 2026-01-22 17:42:04 -08:00
matlabbe
da55168f60 Read-only localization mode (#1643)
* Read-only localization mode

* Localization: don't update map's node timestamps if statistic after run are not saved

* Updated Mem/LocalizationReadOnly description

* Updated description of Kp/FlannIndexSaved
2026-01-22 15:59:55 -08:00
matlabbe
48f529b4c6 Cleanup OccupancyGrid's cellCount_ unused member (#1639) (#1640) 2026-01-19 15:43:14 -08:00
matlabbe
42faef3941 DBReader: added ignore imu option, GUI: added tf overrides option (#1637)
* DBReader: added ignore imu option, GUI: added tf overrides option

* transform offset
2026-01-17 18:21:16 -08:00
matlabbe
7db14533f1 Added realsense2 playback support (bag) (#1636) 2026-01-17 18:07:32 -08:00
matlabbe
92aff2129f CameraOrbbec: support explicit rate on non-TOF cameras. (#1627)
* rtabmap-rgbd_camera: added width/height options, 
* using CameraViewer for visualization by default (use -pcl option for old visualization). 
* CameraViewer: added capture and render rate.
* Note that non-TOF orbbec cameras could not be tested.
2025-12-21 11:52:38 -08:00
matlabbe
72bd453078 Fixing build with gtsam 4.3 binaries 2025-12-20 14:48:09 -08:00
matlabbe
86d5c99f5d Merge branch 'gtsam-4.3' of github.com:v4hn/rtabmap into v4hn-gtsam-4.3 2025-12-20 13:58:54 -08:00
matlabbe
07c3b8c901 updating words have changed with getNodeWordsAndGlobalDescriptors() 2025-12-18 17:09:06 -08:00
matlabbe
26573456c2 Fixed assert on words index <0 when addMoreLoopClosures is called 2025-12-18 16:38:13 -08:00
Felix Toft
106874845f CuVSLAM 14 Update (#1618)
* update cuvslam api call to adhere to new v4.0 changes

* update comment

* parse cuvslam major version from the header and throw an error if theversion doesn't match the expected

* moving average filter + extensive debug logging

* lots more logs

* improvement by turning off use_motion_model in cuvslam config. lots of debug logs.

* slight improvements to velocity guard logic. lots of debug logs

* removing debug logs. working.

* let find_package_handle_standard_args handle the version comparison logic. Custom logic to handle newer then requested major version

* proper warning message if the major version doesn't match

* add back debug logs. Handle no guess transform case.

* adding warnings when no guess transform is provided

* clean up comments

* lowering average window to 5

* moderate odometry mode, 5 value averaging window

* adding comment

* add reset logs to investigate reset issue

* try returning guess or identity on init to avoid reset cascade

* disable motion model again

* big log when tracking

* remove some debug logs

* flag to use original covariance from cuVSLAM

* use raw covariance

* data collection for revised lost detection

* compare guess to estimated transform for lost detection

* re-enable motion model, it appears to reduce false-positives for the new lost detection

* run pose estimation afer init on first frame

* don't initialize if we don't have enough features

* dont warm up GPU everytime we reset

* low estimate velocity guard. Passes all challenges. Debug comments still everywhere.

* Remove debug logs. Add thresholds to header in a config section.

* Cleanup logs

* exposing multi-cam mode as a rtabmap param

* remove max frame delta

* change to use assertion instead of conditional

* replaced some UERROR by UWARN

---------

Co-authored-by: Felix Toft <felix@robust.ai>
Co-authored-by: matlabbe <matlabbe@gmail.com>
2025-12-15 14:21:32 -08:00
v4hn
1e7ad82af6 support gtsam 4.3 header migration
as currently in their development branch
2025-12-06 01:46:08 +01:00