Commit Graph
1508 Commits
Author SHA1 Message Date
matlabbe 7c2fbb8743 Merge branch 'master' of github.com:introlab/rtabmap into gtest 2026-06-13 17:02:28 -07:00
matlabbe 9f464db7c9 OpenVINS config file support (#1719) 2026-06-13 16:20:37 -07:00
matlabbe e75c31238e fixed cuda capable checks 2026-06-10 20:07:30 -07:00
matlabbe 60b398687b Added icp integration test with real-worl corridor like env 2026-06-06 21:14:44 -07:00
matlabbe 92f75c76b2 Added RegistrationIcp tests 2026-06-06 18:43:51 -07:00
matlabbe e2add4ac70 updating missing param in gui 2026-06-01 22:09:40 -07:00
matlabbe b8347613e8 Aligned BundleAdjustment parameters with Optimizer/Strategy to avoid confusion in the code 2026-05-31 13:51:00 -07:00
matlabbe 1ef19d6ac4 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. 2026-05-31 00:03:18 -07:00
matlabbe 499e4796ae Merge branch 'master' of github.com:introlab/rtabmap into gtest 2026-05-27 19:41:49 -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 fbea556380 Merge branch 'master' of github.com:introlab/rtabmap into gtest 2026-05-26 20:50:54 -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 46cf7ec344 Merge branch 'master' of github.com:introlab/rtabmap into gtest 2026-05-16 10:15:18 -07:00
matlabbe 27ca7ec058 Fixing libpng warning: iCCP: known incorrect sRGB profile (#1703) 2026-05-15 07:18:15 -07:00
matlabbeandBorong Yuan 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 <[email protected]>
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
matlabbe f48db0ee51 Fixing GUI warning when SIFT/MaxGaussianThreshold=0 2026-04-26 15:43:04 -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 cc86af4399 GraphViewer: Fixed ground truth and gps context menu option disabled even if there are there, after hiding them, saving and reopening UI 2026-04-18 12:57:35 -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
Abhijithandmatlabbe 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 <[email protected]>
2026-04-12 18:06:44 -07:00
matlabbe 0405949ff4 merged master->branch 2026-04-05 14:20:35 -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 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 Yuanandmatlabbe 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 <[email protected]>
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 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 e23c38f471 DataRecorder: fixed record in RAM option. 2026-01-31 13:33:23 -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 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 93ca4ed8d7 ImageView: fixed depth colormap in height with multicameras 2026-01-12 10:42:46 -08:00
matlabbe b8ecc36052 Merge branch 'master' of github.com:introlab/rtabmap into gtest 2025-12-21 11:59:54 -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 af7ff60a6c Added missing cuvslam panel in UI 2025-12-15 15:12:06 -08:00
matlabbe c7da53ac3d Fixed regression when MapVisibility is not shown, poses are missing when exporting clouds #1625 2025-12-01 19:42:27 -08:00
matlabbe 0bf2160939 Fixed odom cache overlay not visible 2025-11-23 11:33:26 -08:00
matlabbe e75baec73e Graph viewer optimizations (#1616)
* DbViewer: coloring graph based on env sensor value (e.g., wifi signal strength)

* GraphViewer optimizations

* Fixed link memory allocation

* refactor

* more optimizations

* mainwindow keypoints optimization

* MainWindow optimizations

* Shrink graphics scene on clearAll
2025-11-16 18:56:55 -08:00
matlabbe 82fb7ff5d2 DbViewer: coloring graph based on env sensor value (e.g., wifi signal strength) (#1613) 2025-11-16 11:37:47 -08:00
matlabbe e612d103bf ORB-SLAM3 IMU support fixes (#1612)
* Working IMU_RGBD and IMU_STEREO. Changing Inter IMU base frame is now possible.

* Output error msg when vocabulary path is wrong.

* Showing full local feature map
2025-11-11 14:09:13 -08:00
matlabbe e3a60c8672 Set back min RGBD/LocalizationPriorError to 0.0001 (rtabmap_ros#1371) 2025-11-09 09:46:19 -08:00
matlabbe e9c6180d56 Prioritize neighbor links in Optimizer::getConnectedGraph() (#1610)
* Prioritize neighbor links in Optimizer::getConnectedGraph() to avoid odometry jumps.

* Fixed landmark order

* report: added search for first valid id

* Fixed non-neighbor comparison logic

* RGBD/LocalizationPriorError can now be 0 (disabled) to avoid using priors to fix the graph (https://github.com/introlab/rtabmap_ros/issues/1371)

* amend previous commit
2025-11-08 10:58:34 -08:00
Felix ToftandFelix Toft 5e4fd171e2 SuperPoint Rpautrat (MIT license) (#1603)
* initial python implementation of superpoint rpautrat

* working python implementation of superpoint

* small tweaks to try and work around the GIL issue

* fix missing os import

* begging cpp impl of superpoint python model

* finishing cpp superpoint impl using the same SPDetector interface

* finalizing superpoint cpp impl, working with cpu but needs to be cleaned

* fixing feature matching by reworking nms and filtering logic

* speeding up nms with batched operations and cleaning up

* updating conversion script

* adding args for image dimensions and cuda usage to model tracer

* wiring up UI to parse superpoint params

* adding label to superpoint rpautrat ui

* reverting some unintended ui changes

* typo

* oneline revert

* removing nms and threshold filtering from cpp, this is handled internally by the superpoint model

* using python interface to run the superpoint _to_torchscript.py script at runtime

* generate and load model file on the first incoming frame

* reverting unintented change

* ui changes appear mysteriously again, reverting

* remove topk from model to prevent issue when number of detected keypoints is lower then the k value (scripting fails in this case)

* cleaning up for review

* change dest for model file and remove debug logs

* bump patch and add version comment

* rm unucessary comment

* use resources to load file to ensure it works when rtabmap isn't built from source

* execute with pybind runpy instead of system call

* only build superpoint rpautrat if we have torch and python support

* changing param to accept a path to the weights .pth file directly

* parse the default working directory to save the model file in

* rm extraneous change

* rm setters and re-initialize the detector whenever params change. We cannot support changing params after the model is constructed

* update UI text

* only enable superpoint rpautrat when built with python and torch

* more build information regarding superpoint rpautrat

* generate temporary python script in the working dir

* rm unecessary changes to rtabmap_superpoint.py

* fix comment and only add repo root to sys.path

* introduce a new parameter for the superpoint python model definition

* execute script from string instead of writing to a file

* wrap parse params in a single compiler directive

* remove descriptor spatial matching logic and rely on upstream RTAB-Map processes to take the top-K desc and kpts

* only add python script to resources if built with superpoint rpautrat support. supress warning with type casting

* isolate pybind11 setup so it can't affect any other modules or potential regnerations of the model file

* update about dialog to show superpoint rpautrat

* remove debug logs

---------

Co-authored-by: Felix Toft <[email protected]>
2025-11-07 17:22:35 -08:00
matlabbe f44a4fc478 GUI: disabling cuvslam from the detector comboboxes if not built with it. 2025-11-02 17:53:01 -08:00
matlabbe a20e161a5b Fixed a realsense2 camera crash on start. Refactored VINS-Fusion to always use rtabmap's calibration model no matter what (improved usability). Preferences/IMU: fixed publish inter imu checkbox disappearing if no imu filter is selected. 2025-11-01 13:07:50 -07:00
matlabbe 210aadb92b RGBD/LinearUpdate and RGBD/AngularUpdate: updated description and now require both to be 0 to skip motion check. 2025-10-28 20:56:54 -07:00