A fast circle detector of non-cooperative target for Tethered Space Robot

Jia Cai, Panfeng Huang, Zhongjie Meng, Bin Zhang

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

Concentrating on recognition of circular modules fixed on non-cooperative target for Tethered Space Robot (TSR), this paper presents a fast circle detector. The pixels' gradient magnitude and direction are computed in the first step and region-growing method is implemented to generate arc support regions (ASRs). And the corresponding square fitting areas (SFAs) are obtained. Afterward, the Euclidean distances between every coordinates on each ASR and each coordinate of SFA are computed and recorded in an accumulator. Then, a histogram is used to count the frequency of the distances that participates in the accumulator and the parameters of each circle are acquired. Finally, a verification strategy of circular integrity is used to test the detection results. Based on contrast experiments, results indicate that the proposed algorithm is able to detect partial circles, multiple centers or circles in partial occlusion. This method has features of low consumption, wide range of application and strong anti-interference performance.

源语言英语
主期刊名2014 IEEE International Conference on Robotics and Biomimetics, IEEE ROBIO 2014
出版商Institute of Electrical and Electronics Engineers Inc.
124-129
页数6
ISBN(电子版)9781479973965
DOI
出版状态已出版 - 20 4月 2014
活动2014 IEEE International Conference on Robotics and Biomimetics, IEEE ROBIO 2014 - Bali, 印度尼西亚
期限: 5 12月 201410 12月 2014

出版系列

姓名2014 IEEE International Conference on Robotics and Biomimetics, IEEE ROBIO 2014

会议

会议2014 IEEE International Conference on Robotics and Biomimetics, IEEE ROBIO 2014
国家/地区印度尼西亚
Bali
时期5/12/1410/12/14

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