Anti-occlusion algorithm for object tracking based on multi-feature fusion

doi:10.4028/www.scientific.net/AMM.610.393

	Anti-occlusion algorithm for object tracking based on multi-feature fusion
	Cao, Jie; Liang, Xuan
	2014
会议名称	2014 International Conference on Applied Mechanics, Mechatronics and Intelligent System, AMMIS 2014
会议录名称	Applied Mechanics and Materials
卷号	610
页码	393-400
会议日期	April 18, 2014 - April 20, 2014
会议地点	Changsha, China
出版者	Trans Tech Publications Ltd
摘要	Complex background, especially when the object is similar to the background in color or the target gets blocked, can easily lead to tracking failure. Therefore, a fusion algorithm based on features confidence and similarity was proposed, it can adaptively adjust fusion strategy when occlusion occurs. And this confidence is used among occlusion detection, to overcome the problem of inaccurate occlusion determination when blocked by analogue. The experimental results show that the proposed algorithm is more robust in the case of the cover, but also has good performance under other complex scenes. © (2014) Trans Tech Publications, Switzerland.
关键词	Computer applications Intelligent systems Target tracking Anti-occlusion Multi features Object Tracking Particle filter Template updates
DOI	10.4028/www.scientific.net/AMM.610.393
收录类别	EI
语种	英语
EI入藏号	20143518113541
EI主题词	Algorithms
ISSN	16609336
来源库	Compendex
分类代码	716.2 Radar Systems and Equipment - 723 Computer Software, Data Handling and Applications - 921 Mathematics
引用统计	无
文献类型	会议论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/117342
专题	兰州理工大学
作者单位	School of Computer and Communication, Lanzhou University of Technology, Lanzhou, 730050, China
第一作者单位	兰州理工大学
推荐引用方式 GB/T 7714	Cao, Jie,Liang, Xuan. Anti-occlusion algorithm for object tracking based on multi-feature fusion[C]:Trans Tech Publications Ltd,2014:393-400.