作者
Zoltan Rozsa, Marcell Golarits, Tamas Sziranyi
发表日期
2020
研讨会论文
Advanced Concepts for Intelligent Vision Systems: 20th International Conference, ACIVS 2020, Auckland, New Zealand, February 10–14, 2020, Proceedings 20
页码范围
312-324
出版商
Springer International Publishing
简介
Simultaneous Localization and Mapping is widespread in both robotics and autonomous driving. This paper proposes a novel method to identify changes in maps constructed by SLAM algorithms without feature-to-feature comparison. We use ICP-like algorithms to match frames and pose graph optimization to solve the SLAM problem. Finally, we analyze the residuals to localize possible alterations of the map. The concept was tested with 2D LIDAR SLAM problems in simulated and real-life cases.
引用总数
学术搜索中的文章
Z Rozsa, M Golarits, T Sziranyi - Advanced Concepts for Intelligent Vision Systems: 20th …, 2020