Particle filter object tracking algorithm based on color and gradient

doi:10.4028/www.scientific.net/AMR.926-930.3141

IR > 计算机与通信学院

	Particle filter object tracking algorithm based on color and gradient
	He, Jiai; Li, Yong Na
	2014
会议名称	2014 International Conference on Materials Science and Computational Engineering, ICMSCE 2014
会议录名称	Advanced Materials Research
卷号	926-930
页码	3141-3144
会议日期	May 20, 2014 - May 21, 2014
会议地点	Qingdao, China
出版者	Trans Tech Publications Ltd
摘要	With the robustness of a single color which is not high in standard particle filter tracking, a fusion of color and gradient particle filter algorithm is proposed. By the advantages of color described the target'global and gradients described the shape of structure, they are weighted fusion to form a new integrated histogram and applied to the particle filter framework. The experimental results show that compared with the traditional particle filter algorithm, the text of the algorithm can achieve relatively reliable target tracking under complicated background and illumination changes, with better robustness and reliability. © (2014) Trans Tech Publications, Switzerland.
关键词	Algorithms Color Gradient methods Monte Carlo methods Feature fusion Illumination changes Particle filter Particle filter algorithms Weighted fusion
DOI	10.4028/www.scientific.net/AMR.926-930.3141
收录类别	EI
语种	英语
EI入藏号	20142517840410
EI主题词	Target tracking
ISSN	10226680
来源库	Compendex
分类代码	716.2 Radar Systems and Equipment - 723 Computer Software, Data Handling and Applications - 741.1 Light/Optics - 921 Mathematics - 921.6 Numerical Methods - 922.2 Mathematical Statistics
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/117317
专题	计算机与通信学院
作者单位	School of Computer Technology 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	He, Jiai,Li, Yong Na. Particle filter object tracking algorithm based on color and gradient[C]:Trans Tech Publications Ltd,2014:3141-3144.