Visual-Solid-State-LiDAR Odometry and Mapping

Yiwei Xiong, Aiying Yang*, Huicheng Li, Zhao Zhou, Minqi Gao

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Mapping through 3D lidar remains a popular technology. In the paper, we propose a method based on image to extract point cloud edge features. The image line features are mapped to the point cloud by using the camera internal and external parameter matrix obtained in advance. In addition, we propose an improved region growing method to extract the plane features in the point cloud, which has higher robustness than the method based on principal component analysis. In indoor experimental scenarios, we compare the existing methods (Li-Ho and Lili-OM) with our proposed methods. The results verified that our method can achieve a higher accuracy and frame rate.

源语言英语
主期刊名2021 International Conference on Optical Instruments and Technology
主期刊副标题Advanced Laser Technology and Applications
编辑Zhiyi Wei, Chunqing Gao, Pu Wang
出版商SPIE
ISBN(电子版)9781510655652
DOI
出版状态已出版 - 2022
活动2021 International Conference on Optical Instruments and Technology: Advanced Laser Technology and Applications - Virtual, Online, 中国
期限: 8 4月 202210 4月 2022

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
12280
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议2021 International Conference on Optical Instruments and Technology: Advanced Laser Technology and Applications
国家/地区中国
Virtual, Online
时期8/04/2210/04/22

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