A UAV Visual SLAM System for Post-disaster Emergency Mapping

Zhaoxi Wong, Mengqi Zhang, Wenhao Bi

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Post-disaster emergency surveying and mapping information is a key information resource to assist post-disaster rescue and reconstruction. In recent years, visual simultaneous localization and mapping (SLAM) technology has been expanding its application scenarios by virtue of its advantages of simple structure and good mapping effect. In this paper, an unmanned aerial vehicle (UAV) visual SLAM system for post-disaster emergency mapping is presented. Firstly, this paper analyzes the current situation of UAV mapping technology and visual SLAM technology. Subsequently, the hardware architecture and algorithm of the system are introduced. In terms of algorithm, the system first completes the construction of sparse feature point map based on ORB-SLAM2 algorithm, and then improves the algorithm through map reconstruction technology to realize the construction of dense point cloud map. After completing the system design, the whole system is applied to the real scene for experimental verification. Experimental results show that the designed system can realize the construction of a complete global graph of the real scene, and give the mapping task real-time, safe and efficient advantages.

源语言英语
主期刊名2023 Asia-Pacific International Symposium on Aerospace Technology, APISAT 2023, Proceedings - Volume I
编辑Song Fu
出版商Springer Science and Business Media Deutschland GmbH
499-512
页数14
ISBN(印刷版)9789819739974
DOI
出版状态已出版 - 2024
活动Asia-Pacific International Symposium on Aerospace Technology, APISAT 2023 - Lingshui, 中国
期限: 16 10月 202318 10月 2023

出版系列

姓名Lecture Notes in Electrical Engineering
1050 LNEE
ISSN(印刷版)1876-1100
ISSN(电子版)1876-1119

会议

会议Asia-Pacific International Symposium on Aerospace Technology, APISAT 2023
国家/地区中国
Lingshui
时期16/10/2318/10/23

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