Motion estimation for 3D rigid object shapes based on 3D-2D color-consistency in multi-view

Xiuxiu Li, Jiangbin Zheng, Huan Xu

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

A motion estimation algorithm for 3D rigid object in multi-view is proposed in this paper. In the algorithm, firstly, calculate the color difference between the shape of the 3D object and the silhouettes from multi-view to get the 3D-2D color-consistency; secondly, define an object function about the 3D- 2D color-consistency; lastly, minimize the object function with Levenberg- Marquard algorithm to obtain the 3D motion parameters. It is obvious that the algorithm could not be affected by the distribution and positioning accuracy of features owing to the usage of the whole color information. Some experiments show that the algorithm for the 3D shape motion estimation in multi-view videos is effective.

源语言英语
主期刊名Intelligent Science and Intelligent Data Engineering - Second Sino-Foreign-Interchange Workshop, IScIDE 2011, Revised Selected Papers
450-457
页数8
DOI
出版状态已出版 - 2012
活动2nd Sino-Foreign-Interchange Workshop on Intelligent Science and Intelligent Data Engineering, IScIDE 2011 - Xi'an, 中国
期限: 23 10月 201125 10月 2011

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
7202 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议2nd Sino-Foreign-Interchange Workshop on Intelligent Science and Intelligent Data Engineering, IScIDE 2011
国家/地区中国
Xi'an
时期23/10/1125/10/11

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