Robust Motion Objects Detection in Moving Camera Scenes

被引：0

作者：

Zhong, Yangjun ^{[1
]}

Zhang, Shuiping ^{[1
]}

机构：

[1] Jiangxi Univ Sci & Technol, Fac Informat Engn, Ganzhou 341000, Peoples R China

来源：

SMART MATERIALS AND INTELLIGENT SYSTEMS, PTS 1 AND 2 | 2011年 / 143-144卷

关键词：

Motion detection; SIFT; Camera movement; Global motion estimation;

D O I：

10.4028/www.scientific.net/AMR.143-144.782

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents an efficient method for motion objects detection in dynamic background.Three main aspects compose the proposed method.Firstly,abundant SIFT matching pairs were obtained from two successive frames.Secondly, a robust global motion estimation method based on SIFT matching pairs was presented.Finally, the moving objects could be detected after we compensate the global motion.Evaluations based on extensive experiments have shown that the proposed method can achieve the motion detection in dynamic backgrounds.

引用

页码：782 / +

页数：3

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