IMU-Assisted Calibration of Visual Observation for Vehicle Lateral Positioning

Jiulong Gao*, Shuxuan Sheng, Xuetong Ye, Tianran Lan, Chaoyang Jiang

*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

This paper develops a vehicle lateral positioning method, which combines visual measurement with inertial measurement unit (IMU) information. Firstly, we extract and fit the lane line with a lightweight lane detection algorithm. We then obtain the initial lateral distance between the vehicle and the adjacent lane line with a monocular camera. Next, we apply an IMU to correct the initial lateral distance by compensating for the camera relative pose. In this way, the negative effects of vehicle attitude changes on visual lateral positioning can be reduced. Therefore, this method can achieve better lateral positioning when the relative pose of the camera changes dramatically. Finally, experiments with real vehicles show the effectiveness of the proposed method.

源语言英语
主期刊名Proceedings of the 18th IEEE Conference on Industrial Electronics and Applications, ICIEA 2023
编辑Wenjian Cai, Guilin Yang, Jun Qiu, Tingting Gao, Lijun Jiang, Tianjiang Zheng, Xinli Wang
出版商Institute of Electrical and Electronics Engineers Inc.
1585-1590
页数6
ISBN(电子版)9798350312201
DOI
出版状态已出版 - 2023
活动18th IEEE Conference on Industrial Electronics and Applications, ICIEA 2023 - Ningbo, 中国
期限: 18 8月 202322 8月 2023

出版系列

姓名Proceedings of the 18th IEEE Conference on Industrial Electronics and Applications, ICIEA 2023

会议

会议18th IEEE Conference on Industrial Electronics and Applications, ICIEA 2023
国家/地区中国
Ningbo
时期18/08/2322/08/23

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