A review of visual moving target tracking

被引:102
|
作者
Pan, Zheng [1 ]
Liu, Shuai [1 ]
Fu, Weina [1 ,2 ]
机构
[1] Inner Mongolia Univ, Coll Comp Sci, Hohhot 130012, Peoples R China
[2] Inner Mongolia Agr Univ, Coll Comp & Informat Engn, Hohhot 130012, Peoples R China
基金
中国国家自然科学基金;
关键词
Computer vision; Visual tracking; Meanshift; Particle filter; Active Contour; Scale-invariant; ROBUST OBJECT TRACKING; REAL-TIME TRACKING; MEAN-SHIFT; CONTOUR TRACKING; PARTICLE FILTER; COMPUTER VISION; HISTOGRAMS; GRADIENT; MODELS;
D O I
10.1007/s11042-016-3647-0
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recently, computer vision and multimedia understanding become important research domains in computer science. Meanwhile, visual tracking of moving target, one of most important application in computer vision, becomes a highlight today. So, this paper reviews research and technology in this domain. First, background and application of visual tracking is introduced. Then, visual tracking methods are classified by different thinking and technologies. Their positiveness, negativeness and improvement are analyzed deeply. Finally, difficulty in this domain is summarized and future prospect of related fields is presented.
引用
收藏
页码:16989 / 17018
页数:30
相关论文
共 50 条
  • [21] Fungal Transformers: Tracking a Moving Target
    Childers, D. S.
    Avelar, G. M.
    Bain, J.
    Pradhan, A.
    Larcome, D.
    Netea, M.
    Erwig, L.
    Gow, N. A. R.
    Brown, A. J. P.
    MEDICAL MYCOLOGY, 2018, 56 : S4 - S4
  • [22] Relative Moving Target Tracking and Circumnavigation
    Nielsen, Jerel
    Beard, Randal
    2019 AMERICAN CONTROL CONFERENCE (ACC), 2019, : 1122 - 1127
  • [23] JGI informatics: Tracking a moving target
    不详
    HUMAN GENOME NEWS, 1998, 9 (03) : 8 - 8
  • [24] Moving Target Tracking Of A UAV Formation
    Chang, Kai
    Xia, Yuanqing
    Huang, Kaoli
    Ma, Dailiang
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 2542 - 2547
  • [25] Moving Target Tracking by Mobile Robot
    Anjaly, P.
    Devanand, Anupama
    Jisha, V. R.
    2014 INTERNATIONAL CONFERENCE ON POWER SIGNALS CONTROL AND COMPUTATIONS (EPSCICON), 2014,
  • [26] Visual detection and tracking of moving objects
    Ergezer, Hamza
    Leblebicioglu, Kemal
    2007 IEEE 15TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS, VOLS 1-3, 2007, : 632 - +
  • [27] VISUAL NEURONES FOR TRACKING MOVING TARGETS
    COLLETT, T
    NATURE, 1971, 232 (5306) : 127 - &
  • [28] Robust homography-based visual servo control for a quadrotor UAV tracking a moving target
    Huang, Yanting
    Zhu, Ming
    Chen, Tian
    Zheng, Zewei
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2023, 360 (03): : 1953 - 1977
  • [29] Image-based finite-time visual servoing of a quadrotor for tracking a moving target
    He, Wei
    Yuan, Liang
    NONLINEAR DYNAMICS, 2023, 111 (06) : 5307 - 5328
  • [30] Image-based finite-time visual servoing of a quadrotor for tracking a moving target
    Wei He
    Liang Yuan
    Nonlinear Dynamics, 2023, 111 : 5307 - 5328