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* M. Labbé and F. Michaud, “[Appearance-Based Loop Closure Detection for Online Large-Scale and Long-Term Operation](https://arxiv.org/abs/2407.15304),” in _IEEE Transactions on Robotics_, vol. 29, no. 3, pp. 734-745, 2013. ([IEEE Xplore](http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6459608)) ([Google Scholar](https://scholar.google.com/citations?view_op=view_citation&hl=en&user=G3BrBkMAAAAJ&citation_for_view=G3BrBkMAAAAJ:u-x6o8ySG0sC)) * M. Labbé and F. Michaud, “[Appearance-Based Loop Closure Detection for Online Large-Scale and Long-Term Operation](https://arxiv.org/abs/2407.15304),” in _IEEE Transactions on Robotics_, vol. 29, no. 3, pp. 734-745, 2013. ([IEEE Xplore](http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6459608)) ([Google Scholar](https://scholar.google.com/citations?view_op=view_citation&hl=en&user=G3BrBkMAAAAJ&citation_for_view=G3BrBkMAAAAJ:u-x6o8ySG0sC))
* M. Labbé and F. Michaud, “[Memory management for real-time appearance-based loop closure detection](https://arxiv.org/abs/2407.15890),” in _Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems_, 2011, pp. 1271–1276. ([IEEE Xplore](http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6094602)) ([Google Scholar](https://scholar.google.com/citations?view_op=view_citation&hl=en&user=G3BrBkMAAAAJ&citation_for_view=G3BrBkMAAAAJ:u5HHmVD_uO8C)) * M. Labbé and F. Michaud, “[Memory management for real-time appearance-based loop closure detection](https://arxiv.org/abs/2407.15890),” in _Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems_, 2011, pp. 1271–1276. ([IEEE Xplore](http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6094602)) ([Google Scholar](https://scholar.google.com/citations?view_op=view_citation&hl=en&user=G3BrBkMAAAAJ&citation_for_view=G3BrBkMAAAAJ:u5HHmVD_uO8C))
* Visit [RTAB-Map's page on IntRoLab](https://introlab.3it.usherbrooke.ca/index.php/RTAB-Map) for detailed information on the loop closure detection approach and related datasets. * Visit [RTAB-Map's page on IntRoLab](https://introlab.3it.usherbrooke.ca/index.php/RTAB-Map) for detailed information on the loop closure detection approach and related datasets.
* Visit this [page](https://github.com/introlab/rtabmap/tree/master/archive/2010-LoopClosure) for usage example of the CLI tool that van be used to evaluate only RTAB-Map's loop closure detector on new datasets.
## Install ## Install
<a href="https://github.com/introlab/rtabmap_ros#rtabmap_ros"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/ros.png" alt="ROS" width="125"></a> <a href="https://github.com/introlab/rtabmap/wiki/Installation#ubuntu"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/ubuntu.png" alt="Ubuntu" width="50"></a> <a href="https://github.com/introlab/rtabmap/wiki/Installation#macosx"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/apple.png" alt="Mac OS X" width="50"></a> <a href="https://github.com/introlab/rtabmap/wiki/Installation#windows"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/windows.png" alt="Windows" width="50"></a> <a href="https://apps.apple.com/ca/app/rtab-map-3d-lidar-scanner/id1564774365"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/ios.png" alt="iOS" width="50"></a> <a href="https://play.google.com/store/apps/details?id=com.introlab.rtabmap"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/tango.png" alt="Google Tango" width="50"></a>  <a href="https://github.com/introlab/rtabmap/wiki/Installation#raspberrypi"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/raspberrypi.png" alt="Raspberry Pi" width="40"></a> <a href="https://github.com/introlab/rtabmap/wiki/Installation#docker"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/docker.png" alt="Docker" width="50"></a> <a href="https://www.youtube.com/@matlabbe/videos" target="_blank"><img src="https://www.gstatic.com/youtube/img/branding/youtubelogo/svg/youtubelogo.svg" <a href="https://github.com/introlab/rtabmap_ros#rtabmap_ros"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/ros.png" alt="ROS" width="125"></a> <a href="https://github.com/introlab/rtabmap/wiki/Installation#ubuntu"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/ubuntu.png" alt="Ubuntu" width="50"></a> <a href="https://github.com/introlab/rtabmap/wiki/Installation#macosx"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/apple.png" alt="Mac OS X" width="50"></a> <a href="https://github.com/introlab/rtabmap/wiki/Installation#windows"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/windows.png" alt="Windows" width="50"></a> <a href="https://apps.apple.com/ca/app/rtab-map-3d-lidar-scanner/id1564774365"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/ios.png" alt="iOS" width="50"></a> <a href="https://play.google.com/store/apps/details?id=com.introlab.rtabmap"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/tango.png" alt="Google Tango" width="50"></a>  <a href="https://github.com/introlab/rtabmap/wiki/Installation#raspberrypi"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/raspberrypi.png" alt="Raspberry Pi" width="40"></a> <a href="https://github.com/introlab/rtabmap/wiki/Installation#docker"><img src="https://raw.githubusercontent.com/wiki/introlab/rtabmap/doc/logos/docker.png" alt="Docker" width="50"></a> <a href="https://www.youtube.com/@matlabbe/videos" target="_blank"><img src="https://www.gstatic.com/youtube/img/branding/youtubelogo/svg/youtubelogo.svg"