Institutional Repository of Coll Elect & Informat Engn
Video target tracking algorithm based on multi-feature adaptive fusion | |
Wang, Jinhua![]() ![]() ![]() | |
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. |
条目包含的文件 | 条目无相关文件。 |
个性服务 |
查看访问统计 |
谷歌学术 |
谷歌学术中相似的文章 |
[Wang, Jinhua]的文章 |
[Cao, Jie]的文章 |
[Li, Wei]的文章 |
百度学术 |
百度学术中相似的文章 |
[Wang, Jinhua]的文章 |
[Cao, Jie]的文章 |
[Li, Wei]的文章 |
必应学术 |
必应学术中相似的文章 |
[Wang, Jinhua]的文章 |
[Cao, Jie]的文章 |
[Li, Wei]的文章 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论