Online Multi-Person Tracking for Intelligent Video Surveillance Systems

被引:0
|
作者
Ju, Jaeyong [1 ]
Ku, Bonhwa [1 ]
Kim, Daehun [1 ]
Song, Taeyup [1 ]
Han, David K. [2 ]
Ko, Hanseok [1 ]
机构
[1] Korea Univ, Sch Elect Engn, Seoul, South Korea
[2] Off Naval Res, Arlington, VA 22217 USA
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a novel online multi-person tracking method based on tracking-by-detection framework for intelligent video surveillance systems consisting of an internet protocol (IP) camera and a network video recorder (NVR). First, the two-step data association based on high/low confidence targets is proposed for handling long-term occlusions effectively. Additionally, the method that reasons and handles severe inter-target occlusion is proposed. Representative experimental results demonstrate the effectiveness and robustness of the proposed method.
引用
收藏
页码:345 / 346
页数:2
相关论文
共 50 条
  • [1] Robust Multi-person Tracking for Real-Time Intelligent Video Surveillance
    Choi, Jin-Woo
    Moon, Daesung
    Yoo, Jang-Hee
    [J]. ETRI JOURNAL, 2015, 37 (03) : 551 - 561
  • [2] Real-time multi-person tracking in video surveillance
    Niu, W
    Jiao, L
    Han, D
    Wang, YF
    [J]. ICICS-PCM 2003, VOLS 1-3, PROCEEDINGS, 2003, : 1144 - 1148
  • [3] Online Multi-Person Tracking by Tracker Hierarchy
    Zhang, Jianming
    Lo Presti, Liliana
    Sclaroff, Stan
    [J]. 2012 IEEE NINTH INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL-BASED SURVEILLANCE (AVSS), 2012, : 379 - 385
  • [4] Multi-person Tracking Based on Video Information Fusion
    Cao, Jie
    Zheng, Jingrun
    [J]. SPORTS MATERIALS, MODELLING AND SIMULATION, 2011, 187 : 452 - 457
  • [5] Online Multi-person Tracking Based on Sparse Representations
    Liao, Min
    Xiao, Guoqiang
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC), VOL 1, 2016, : 138 - 142
  • [6] Multi-camera multi-person tracking for intelligent meeting scenarios
    Zhang, Xiang
    Dai, Peng
    Tao, Lin Mi
    Xu, Guang You
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE INFORMATION COMPUTING AND AUTOMATION, VOLS 1-3, 2008, : 992 - +
  • [7] Multi-Person Tracking Using SURF and Background Subtraction for Surveillance
    Yu, Juhee
    Lee, Kyoung-Mi
    [J]. JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2019, 15 (02): : 344 - 358
  • [8] Temporal dynamic appearance modeling for online multi-person tracking
    Yang, Min
    Jia, Yunde
    [J]. COMPUTER VISION AND IMAGE UNDERSTANDING, 2016, 153 : 16 - 28
  • [9] Hierarchical Online Multi-person Pose Tracking with Multiple Cues
    Xu, Chuanzhi
    Zhou, Yue
    [J]. NEURAL INFORMATION PROCESSING (ICONIP 2018), PT VI, 2018, 11306 : 318 - 328
  • [10] Online Multi-Person Tracking using Integral Channel Features
    Kieritz, Hilke
    Becker, Stefan
    Huebner, Wolfgang
    Arens, Michael
    [J]. 2016 13TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE (AVSS), 2016, : 122 - 130