Background modeling from a free-moving camera by multi-layer homography algorithm

Yuxin Jin*, Linmi Tao, Huijun Di, Naveed I. Rao, Guangyou Xu

*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

50 引用 (Scopus)

摘要

This paper proposes a novel Multi-layer Homography Algorithm for background modeling from a free-moving camera. Background is composed of many planes. Different planes satisfy with different homographies which can be found by our algorithm. Each pixel except for the moving pixel definitely belongs to some plane. Rectified by the corresponding homography, each static pixel in the shared view can find its match in the previous frame. Thus, frames can be rectified to a specific viewpoint for background modeling. Experiment shows it is effective. Our approach can be used in motion detection from a free-moving camera.

源语言英语
主期刊名2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings
1572-1575
页数4
DOI
出版状态已出版 - 2008
已对外发布
活动2008 IEEE International Conference on Image Processing, ICIP 2008 - San Diego, CA, 美国
期限: 12 10月 200815 10月 2008

出版系列

姓名Proceedings - International Conference on Image Processing, ICIP
ISSN(印刷版)1522-4880

会议

会议2008 IEEE International Conference on Image Processing, ICIP 2008
国家/地区美国
San Diego, CA
时期12/10/0815/10/08

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