Accurate Positioning for Refueling Plug with Coarse-to-fine Registration and Pose Correction*

Jinyue Bian, Xin Wang, Zhiyu Liao, Hongbin Ma*

*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

1 引用 (Scopus)

摘要

Automatic refueling robot can free people from heavy work. However, work on the pose estimation of the refueling plug is relatively sparse. To this end, a novel precise positioning method for 6-DoF (Six-Degrees of Freedom) pose of the refueling plug is introduced based on coarse-to-fine template matching and pose correction. The coarse registration matrix is constructed by extracting 3D keypoints at the edge of the point cloud and combining with the geometric characteristics of the refueling plug. On the basis of coarse registration, fine registration is performed by aligning the main direction of the refueling plug handle. Through template matching, the grab coordinate system is constructed on the handle of the refueling plug, and the pose is corrected by modifying the grab coordinate system. The developed algorithm avoids building a large template library and reduces computing requirements. In addition, the accuracy and robustness of the 6-DoF pose estimation are proved on the automatic refueling robot.

源语言英语
主期刊名Proceedings - 2022 Chinese Automation Congress, CAC 2022
出版商Institute of Electrical and Electronics Engineers Inc.
2433-2438
页数6
ISBN(电子版)9781665465335
DOI
出版状态已出版 - 2022
活动2022 Chinese Automation Congress, CAC 2022 - Xiamen, 中国
期限: 25 11月 202227 11月 2022

出版系列

姓名Proceedings - 2022 Chinese Automation Congress, CAC 2022
2022-January

会议

会议2022 Chinese Automation Congress, CAC 2022
国家/地区中国
Xiamen
时期25/11/2227/11/22

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