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2020 | OriginalPaper | Chapter

Low-Cost RGB-D-SLAM Experimental Results for Real Building Interior Mapping

Authors : Jean Motsch, Yves Bergeon, Václav Křivánek

Published in: Modelling and Simulation for Autonomous Systems

Publisher: Springer International Publishing

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Abstract

Robot navigation inside a building relies on efficient localization of the device for motion planning. Mapping is also to be considered, and, along with high-end and costly solutions, low-cost devices prove to be useful. Therefore, this article presents well known low-cost solutions, with a methodology tailored for the mapping of a complex building floor. It takes care of the limitations of the sensor with some post-processing added to obtain beautiful point cloud as results of the experiments. Data acquired during an intensive campaign of measures by a trainee are presented. Finally, the analysis of the results shows the impact of the point cloud’s size and the storage needed.

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Literature
3.
go back to reference Bergeon, Y.T., Křivánek, V., Motsch, J.: Proactive teaching of mechatronics in master courses - project case study. IFAC-PapersOnLine 49(6), 291–296 (2016)CrossRef Bergeon, Y.T., Křivánek, V., Motsch, J.: Proactive teaching of mechatronics in master courses - project case study. IFAC-PapersOnLine 49(6), 291–296 (2016)CrossRef
4.
go back to reference Endres, F., Hess, J., Engelhard, N., Sturm, J., Cremers, D., Burgard, W.: An evaluation of the RGB-D SLAM system. In: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), St. Paul, Minnesota, USA, May 2012 Endres, F., Hess, J., Engelhard, N., Sturm, J., Cremers, D., Burgard, W.: An evaluation of the RGB-D SLAM system. In: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), St. Paul, Minnesota, USA, May 2012
9.
go back to reference Karami, E., Shehata, M., Prasad, S.: Image matching using SIFT, SURF, BRIEF and ORB: Performance comparison for distorted images. In: IEEE Newfoundland and Labrador Section Conference, November 2015 Karami, E., Shehata, M., Prasad, S.: Image matching using SIFT, SURF, BRIEF and ORB: Performance comparison for distorted images. In: IEEE Newfoundland and Labrador Section Conference, November 2015
11.
go back to reference Kuemmerle, R., Grisetti, G., Strasdat, H., Konolige, K., Burgard, W.: g2o: a general framework for graph optimization. In: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA). pp. 3607–3613. Shanghai, China, May 2011. https://doi.org/10.1109/ICRA.2011.5979949 Kuemmerle, R., Grisetti, G., Strasdat, H., Konolige, K., Burgard, W.: g2o: a general framework for graph optimization. In: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA). pp. 3607–3613. Shanghai, China, May 2011. https://​doi.​org/​10.​1109/​ICRA.​2011.​5979949
12.
go back to reference de La Bourdonnaye, A., Doskočil, R., Křivánek, V., Štefek, A.: Practical experience with distance measurement based on the single visual camera. Adv. Mil. Technol. 7(2), 49–56 (2012) de La Bourdonnaye, A., Doskočil, R., Křivánek, V., Štefek, A.: Practical experience with distance measurement based on the single visual camera. Adv. Mil. Technol. 7(2), 49–56 (2012)
13.
go back to reference Rusu, R.B., Cousins, S.: 3D is here: Point Cloud Library (PCL). In: IEEE International Conference on Robotics and Automation (ICRA), Shanghai, China, 9–13 May 2011 Rusu, R.B., Cousins, S.: 3D is here: Point Cloud Library (PCL). In: IEEE International Conference on Robotics and Automation (ICRA), Shanghai, China, 9–13 May 2011
14.
go back to reference Thrun, S., Burgard, W., Fox, D.: Probabilistic Robotics. Intelligent Robotics and Autonomous Agents. The MIT Press, Cambridge (2005) MATH Thrun, S., Burgard, W., Fox, D.: Probabilistic Robotics. Intelligent Robotics and Autonomous Agents. The MIT Press, Cambridge (2005) MATH
Metadata
Title
Low-Cost RGB-D-SLAM Experimental Results for Real Building Interior Mapping
Authors
Jean Motsch
Yves Bergeon
Václav Křivánek
Copyright Year
2020
Publisher
Springer International Publishing
DOI
https://doi.org/10.1007/978-3-030-43890-6_4

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