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Ceiling-Based Visual Positioning for an Indoor Mobile Robot With Monocular Vision
Xu, De1; Han, Liwei1; Tan, Min1; Li, You Fu2
发表期刊IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
2009-05-01
卷号56期号:5页码:1617-1628
文章类型Article
摘要A regular ceiling is common in many offices. The plentiful parallels and corner points on the ceiling can serve as features for visual positioning for an indoor mobile robot. Based on the natural features on the ceiling, a new visual positioning method is proposed. A camera is mounted on the top of the mobile robot and pointed to the ceiling. At the beginning of visual positioning, the initial orientation and position of the mobile robot in the world frame is estimated with a specified block on the ceiling via perspective-n-point-based positioning method. With the motions of the mobile robot, its global orientation is calculated from the main and secondary lines feature when the ceiling has parallels. In other cases, its global orientation is estimated with point features on the ceiling. Then, its position is recursively computed with the point features. The error analysis and experiments verify the effectiveness of the proposed method.
关键词Ceiling Feature Extraction Indoor Mobile Robot Localization Self-calibration Visual Positioning
WOS标题词Science & Technology ; Technology
关键词[WOS]GLOBAL VISION ; SYSTEM ; LOCALIZATION ; IMAGE ; ROBUST
收录类别SCI
语种英语
WOS研究方向Automation & Control Systems ; Engineering ; Instruments & Instrumentation
WOS类目Automation & Control Systems ; Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS记录号WOS:000265886700030
引用统计
被引频次:84[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/3431
专题复杂系统认知与决策实验室_先进机器人
作者单位1.Chinese Acad Sci, Inst Automat, Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R China
2.City Univ Hong Kong, Dept Mfg Engn & Engn Management, Kowloon, Hong Kong, Peoples R China
第一作者单位中国科学院自动化研究所
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GB/T 7714
Xu, De,Han, Liwei,Tan, Min,et al. Ceiling-Based Visual Positioning for an Indoor Mobile Robot With Monocular Vision[J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,2009,56(5):1617-1628.
APA Xu, De,Han, Liwei,Tan, Min,&Li, You Fu.(2009).Ceiling-Based Visual Positioning for an Indoor Mobile Robot With Monocular Vision.IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,56(5),1617-1628.
MLA Xu, De,et al."Ceiling-Based Visual Positioning for an Indoor Mobile Robot With Monocular Vision".IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 56.5(2009):1617-1628.
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