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ICP with bounded scale for registration of M-D point sets

  • Xi'an Jiaotong University

科研成果: 书/报告/会议事项章节会议稿件同行评审

27 引用 (Scopus)

摘要

The Iterative Closest Point (ICP) algorithm is an accurate and fast approach for registration between two point sets in a same scale, but it doesn't handle the case with different scales. This paper instead introduces a novel approach named the Iterative Closest Point with Bounded Scale (ICPBS) algorithm which integrates a scale with boundaries into the traditional ICP algorithm. This proposed technique uses the singular value decomposition algorithm and the properties of parabola to compute the similar transformation at each iterative step, and yields more satisfying robust results than the traditional ICP method in registration between two m-D point sets with different scales. Experimental results demonstrate the presented method is robust and fast for practical use.

源语言英语
主期刊名Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007
出版商IEEE Computer Society
1291-1294
页数4
ISBN(印刷版)1424410177, 9781424410170
DOI
出版状态已出版 - 2007
活动IEEE International Conference onMultimedia and Expo, ICME 2007 - Beijing, 中国
期限: 2 7月 20075 7月 2007

出版系列

姓名Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007

会议

会议IEEE International Conference onMultimedia and Expo, ICME 2007
国家/地区中国
Beijing
时期2/07/075/07/07

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