Video target tracking algorithm based on multi-feature adaptive fusion

doi:10.12733/jcis6243

	Video target tracking algorithm based on multi-feature adaptive fusion
	Wang, Jinhua; Cao, Jie; Li, Wei; Li, Jun
	2013-06-01
发表期刊	Journal of Computational Information Systems
ISSN	15539105
卷号	9 期号:11 页码:4617-4628
摘要	For video target tracking under complex environment, a new Hybrid Iterated Unscented Particle Filter is proposed. New unscented transformations algorithms are optimized using statistical linear regression method, this algorithm not only improve filtering accuracy, also reduce algorithm of time consumption. Object color histogram and SIFT features as a complementary observation information are adaptive fused within the framework of the new algorithm, better overcome the object light mutations and poor tracking stability problems under partial occlusion. Experiments show that this algorithm for object tracking with high-precision and strong robustness under complicated environment. © 2013 by Binary Information Press.
关键词	Linear regression Monte Carlo methods Target tracking Adaptive fusion Feature fusion Object Tracking Observation information Particle filter Statistical linear regressions Unscented particle filters Unscented transformations
DOI	10.12733/jcis6243
收录类别	EI
语种	英语
出版者	Binary Information Press, P.O. Box 162, Bethel, CT 06801-0162, United States
EI入藏号	20133016534018
EI主题词	Algorithms
EI分类号	716.2 Radar Systems and Equipment - 723 Computer Software, Data Handling and Applications - 921 Mathematics - 922.2 Mathematical Statistics
来源库	Compendex
分类代码	716.2 Radar Systems and Equipment - 723 Computer Software, Data Handling and Applications - 921 Mathematics - 922.2 Mathematical Statistics
引用统计	无
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/113205
专题	电气工程与信息工程学院理学院
作者单位	College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou 730050, China
第一作者单位	兰州理工大学
第一作者的第一单位	兰州理工大学
推荐引用方式 GB/T 7714	Wang, Jinhua,Cao, Jie,Li, Wei,et al. Video target tracking algorithm based on multi-feature adaptive fusion[J]. Journal of Computational Information Systems,2013,9(11):4617-4628.
APA	Wang, Jinhua,Cao, Jie,Li, Wei,&Li, Jun.(2013).Video target tracking algorithm based on multi-feature adaptive fusion.Journal of Computational Information Systems,9(11),4617-4628.
MLA	Wang, Jinhua,et al."Video target tracking algorithm based on multi-feature adaptive fusion".Journal of Computational Information Systems 9.11(2013):4617-4628.