Comparing methods for merging redundant line segments in maps

Robotics and Autonomous Systems - Tập 99 - Trang 135-147 - 2018
Francesco Amigoni1, Alberto Quattrini Li2
1Politecnico di Milano, Milano, Italy
2University of South Carolina, Columbia, SC. USA

Tài liệu tham khảo

Thrun, 2002, Robotic mapping: A survey, 1 E. Brunskill, N. Roy, SLAM using incremental probabilistic PCA and dimensionality reduction, in: Proceedings of the IEEE International Conference on Robotics and Automation, ICRA, 2005, pp. 342–347. Amigoni, 2006, Building segment-based maps without pose information, Proc. IEEE, 94, 1340, 10.1109/JPROC.2006.876925 J. Elseberg, R. Creed, R. Lakaemper, A line segment based system for 2D global mapping, in: Proceedings of the IEEE International Conference on Robotics and Automation, ICRA, 2010, pp. 3924–3931. M. Mazuran, F. Amigoni, Matching line segment scans with mutual compatibility constraints, in: Proceedings of the IEEE International Conference on Robotics and Automation, ICRA, 2014, pp. 4298–4303. F. Amigoni, S. Gasparini, Analysis of methods for reducing line segments in maps: Towards a general approach, in: Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS, 2008, pp. 2896–2901. A. Censi, An ICP variant using a point-to-line metric, in: Proceedings of the IEEE International Conference on Robotics and Automation, ICRA, 2008, pp. 19–25. O. Faugeras, M. Hebert, A 3-D recognition and positioning algorithm using geometrical matching between primitive surfaces, in: Proceedings of the International Joint Conference on Artificial Intelligence, IJCAI, 1983, pp. 996–1002. R. Lakaemper, Simultaneous multi-line-segment merging for robot mapping using mean shift clustering, in: Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS, 2009, pp. 1654–1660. Sarkar, 2014, Building maps of indoor environments by merging line segments extracted from registered laser range scans, Robot. Auton. Syst., 62, 603, 10.1016/j.robot.2014.01.005 F. Amigoni, M. Vailati, A method for reducing redundant line segments in maps, in: Proceedings of the European Conference on Mobile Robots, ECMR, 2009, pp. 61–66. Gonzáles-Baños, 2002, Navigation strategies for exploring indoor environments, Int. J. Robot. Res., 21, 829, 10.1177/0278364902021010834 W.-J. Kuo, S.-H. Tseng, J.-Y. Yu, L.-C. Fu, A hybrid approach to RBPF based SLAM with grid mapping enhanced by line matching, in: Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS, 2009, pp. 1523–1528. Nguyen, 2007, A comparison of line extraction algorithms using 2D range data for indoor mobile robotics, Auton. Robots, 23, 97, 10.1007/s10514-007-9034-y Lu, 1997, Robot pose estimation in unknown environments by matching 2D range scans, J. Intell. Robot. Syst., 18, 249, 10.1023/A:1007957421070 Thrun, 2005 Cheng, 1995, Mean shift, mode seeking, and clustering, IEEE Trans. Pattern Anal. Mach. Intell., 17, 790, 10.1109/34.400568 Balaguer, 2009, Evaluating maps produced by urban search and rescue robots: Lessons learned from RoboCup, Auton. Robots, 27, 449, 10.1007/s10514-009-9141-z R. Creed, K. Georgiev, R. Lakaemper, A hybrid approach to 2D robotic map evaluation, in: Proceedings of the Workshop on Performance Metrics for Intelligent Systems, PerMIS, 2012, pp. 9–14. R. Lakaemper, A confidence measure for segment based maps, in: Proceedings of the Workshop on Performance Metrics for Intelligent Systems, PerMIS, 2009, pp. 211–216. A. Howard, N. Roy, The robotics data set repository (Radish), 2003. http://radish.sourceforge.net/. Ceriani, 2009, Rawseeds ground truth collection systems for indoor self-localization and mapping, Auton. Robots, 27, 353, 10.1007/s10514-009-9156-5 Madhavan, 2014, Draft standards development of two working groups, IEEE Robot. Autom. Mag., 21, 20, 10.1109/MRA.2014.2334971