List of SLAM methods: Difference between revisions
Appearance
Content deleted Content added
No edit summary |
Elliot Duff (talk | contribs) m Just add some extra detail to link to KITTI benchmark |
||
Line 1: | Line 1: | ||
{{Expand list|date=February 2014}} |
{{Expand list|date=February 2014}} |
||
This is a list of [[simultaneous localization and mapping]] (SLAM) methods. [http://www.cvlibs.net/datasets/kitti/eval_odometry.php The KITTI Vision Benchmark Suite website] has a more comprehensive list. |
This is a list of [[simultaneous localization and mapping]] (SLAM) methods. [http://www.cvlibs.net/datasets/kitti/eval_odometry.php The KITTI Vision Benchmark Suite website] has a more comprehensive list of Visual SLAM methods. |
||
==List of methods== |
==List of methods== |
||
* [[EKF SLAM]] |
* [[EKF SLAM]] |
Revision as of 00:23, 28 September 2021
This is a list of simultaneous localization and mapping (SLAM) methods. The KITTI Vision Benchmark Suite website has a more comprehensive list of Visual SLAM methods.
List of methods
- EKF SLAM
- FastSLAM 1.0
- FastSLAM 2.0
- L-SLAM[1] (Matlab code)
- QSLAM[2]
- GraphSLAM
- Occupancy Grid SLAM[3]
- DP-SLAM
- Parallel Tracking and Mapping (PTAM)[4]
- LSD-SLAM[5] (available as open-source)
- S-PTAM[6] (available as open-source)
- ORB-SLAM[7] (available as open-source)
- ORB-SLAM2 (available as open-source)
- ORB-SLAM3 (available as open-source)
- OrthoSLAM
- MonoSLAM
- GroundSLAM
- CoSLAM[8]
- SeqSlam[9][10]
- iSAM (Incremental Smoothing and Mapping)[11]
- CT-SLAM (Continuous Time)[12]
- RGB-D SLAM [13][14]
- BranoSLAM
- Kimera (open-source)[15]
References
- ^ Zikos, Nikos; Petridis, Vassilios (2014), "6-DoF Low Dimensionality SLAM (L-SLAM)", Journal of Intelligent & Robotic Systems, 79, Springer: 1–18, doi:10.1007/s10846-014-0029-6, ISSN 0921-0296, S2CID 40486562
- ^ "SLAM". Sunday, 2 May 2021
- ^ Thrun, S.; Burgard, W.; Fox, D. (2005). Probabilistic Robotics. Cambridge: The MIT Press. ISBN 0-262-20162-3.
- ^ G. Klein and D. Murray (2007). "Parallel Tracking and Mapping for Small AR Workspaces" (PDF). International Symposium on Mixed and Augmented Reality (ISMAR): 1–10. doi:10.1109/ISMAR.2007.4538852. ISBN 978-1-4244-1749-0. S2CID 206986664.
- ^ J. Engel and T. Schops and D. Cremers (2014). "LSD-SLAM: Large-Scale Direct Monocular SLAM" (PDF). European Conference on Computer Vision (ECCV).
- ^ Taihú Pire and Thomas Fischer and Gastón Castro and Pablo De Cristóforis and Javier Civera and Julio Jacobo Berlles (2017). "S-PTAM: Stereo Parallel Tracking and Mapping". Robotics and Autonomous Systems. 93: 27–42. doi:10.1016/j.robot.2017.03.019. hdl:11336/59974. ISSN 0921-8890.
- ^ R. Mur-Artal and J. M. M. Montiel and J. D. Tardós (2015). "ORB-SLAM: A Versatile and Accurate Monocular SLAM System". IEEE Transactions on Robotics. 31 (5): 1147–1163. arXiv:1502.00956. Bibcode:2015arXiv150200956M. doi:10.1109/TRO.2015.2463671. ISSN 1552-3098. S2CID 206775100.
- ^ D. Zou and P. Tan (2013). "CoSLAM: Collaborative Visual SLAM in Dynamic Environments" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 35 (2). IEEE: 354–66. doi:10.1109/TPAMI.2012.104. PMID 22547430. S2CID 9517281.
- ^ Michael J. Milford and Gordon. F. Wyeth. "SeqSLAM: Visual Route-Based Navigation for Sunny Summer Days and Stormy Winter Nights". Proc. Of Intl. Conf. On Robotics and Automation.
- ^ "QSLAM". Sunday, 18 April 2021
- ^ "iSAM: Incremental Smoothing and Mapping". people.csail.mit.edu. Retrieved 2018-02-14.
- ^ M. Bosse and R. Zlot (2009). "Continuous 3D scan-matching with a spinning 2d laser". 2009 IEEE International Conference on Robotics and Automation: 4312–4319. doi:10.1109/ROBOT.2009.5152851. ISBN 978-1-4244-2788-8. ISSN 1050-4729. S2CID 2819117.
- ^ F. Endres and J. Hess and J. Sturm and D. Cremers and W. Burgard (2013). "3-D mapping with an RGB-D camera". IEEE Transactions on Robotics: 177–187.
- ^ "Rgbdslamv2". Retrieved 2019-09-20.
- ^ A. Rosinol and M. Abate and Y. Chang and L. Carlone (2020). "Kimera: an Open-Source Library for Real-Time Metric-Semantic Localization and Mapping" (PDF). IEEE Intl. Conf. on Robotics and Automation (ICRA).