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
相关论文
共 50 条
  • [41] Temporal validation of Particle Filters for video tracking
    SanMiguel, Juan C.
    Cavallaro, Andrea
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2015, 131 : 42 - 55
  • [42] Multiharmonic Tracking Using Marginalized Particle Filters
    Kim, Sunghan
    Holmstrom, Lars
    McNames, James
    2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8, 2008, : 29 - 33
  • [43] Learning Support Correlation Filters for Visual Tracking
    Zuo, Wangmeng
    Wu, Xiaohe
    Lin, Liang
    Zhang, Lei
    Yang, Ming-Hsuan
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 41 (05) : 1158 - 1171
  • [44] Asymmetric discriminative correlation filters for visual tracking
    Li, Shui-wang
    Jiang, Qian-bo
    Zhao, Qi-jun
    Lu, Li
    Feng, Zi-liang
    FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2020, 21 (10) : 1467 - 1484
  • [45] Asymmetric discriminative correlation filters for visual tracking
    Shui-wang Li
    Qian-bo Jiang
    Qi-jun Zhao
    Li Lu
    Zi-liang Feng
    Frontiers of Information Technology & Electronic Engineering, 2020, 21 : 1467 - 1484
  • [46] Expected likelihood for tracking in clutter with particle filters
    Marrs, A
    Maskell, S
    Bar-Shalom, Y
    SIGNAL AND DATA PROCESSING OF SMALL TARGETS 2002, 2002, 4728 : 230 - 239
  • [47] Eye Tracking System Using Particle Filters
    Campos, Ricardo
    Santos, Cristina
    Sequeira, Joao
    2013 IEEE 3RD PORTUGUESE MEETING IN BIOENGINEERING (ENBENG), 2013,
  • [48] Efficient particle filters for joint tracking and classification
    Gordon, N
    Maskell, S
    Kirubarajan, T
    SIGNAL AND DATA PROCESSING OF SMALL TARGETS 2002, 2002, 4728 : 439 - 449
  • [49] Visual Tracking by Assembling Multiple Correlation Filters
    Yang, Tianyu
    Shi, Zhongchao
    Wang, Gang
    ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2015, PT I, 2015, 9314 : 310 - 320
  • [50] ROT Pooled Correlation Filters for Visual Tracking
    Sun, Yuxuan
    Sun, Chong
    Wang, Dong
    He, You
    Lu, Huchuan
    2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019), 2019, : 5776 - 5784
12345