Particle Filters for Visual Tracking

被引：0
|
作者：
Wang, Fasheng [1 ]
机构：
[1] Dalian Neusoft Inst Informat, Dept Comp Sci & Technol, Dalian 116023, Peoples R China
来源：
ADVANCED RESEARCH ON COMPUTER SCIENCE AND INFORMATION ENGINEERING, PT I | 2011年 / 152卷
关键词：
visual tracking; particle filter; proposal distribution; OBJECT TRACKING;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Particle filter has grown to be a standard tool for solving visual tracking problems in real world applications. This paper discusses in detail the application of particle filter in visual tracking, including single object and multiple objects tracking. Choosing a good proposal distribution for the tracking algorithm in particle filtering framework is the main focus of this paper. We also discussed the contributions related to dealing with occlusion, interaction, illumination change using improved particle filters. A conclusion is drawn in section 4.
引用
收藏
页码：107 / 112
页数：6
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