Humans Tracking in the Complicated Background by Multi-cue Integration

被引:1
|
作者
Chen, Xi [1 ]
Wu, Qingsong [1 ]
Xie, Li [1 ]
Liu, Jilin [1 ]
机构
[1] Zhejiang Univ, Dept Informat Sci & Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China
关键词
part tracking; illumination robust; meanshift; particle filter;
D O I
10.1109/CAR.2010.5456708
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Human tracking, as a basic research in computer vision, is a key technology in many applications, such as robotics for home using, auto-vehicles in city road and automatic surveillance systems. Although it is always a hot topic in the world of computer vision, it still contains many opening areas for researchers, mainly because there is no single framework could solve all the four problems, occlusion, illumination variation, shadow, and zooming. This paper starts by a new series algorithms for illumination reconstruction, and then introduces a new framework which is called part tracking by multi-cue integration. Aiming at an on-line tracking system in complicated background, this framework is suitable for our application.
引用
收藏
页码:36 / 39
页数:4
相关论文
共 50 条
  • [31] Long-Term Multi-Cue Tracking of Hands in Vehicles
    Rangesh, Akshay
    Ohn-Bar, Eshed
    Trivedi, Mohan Manubhai
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2016, 17 (05) : 1483 - 1492
  • [32] Multi-cue Pedestrian Detection and Tracking from a Moving Vehicle
    D. M. Gavrila
    S. Munder
    International Journal of Computer Vision, 2007, 73 : 41 - 59
  • [33] Multi-cue pedestrian detection and tracking from a moving vehicle
    Gavrila, D. M.
    Munder, S.
    INTERNATIONAL JOURNAL OF COMPUTER VISION, 2007, 73 (01) : 41 - 59
  • [34] INTERACTIVE IMAGE SEGMENTATION VIA MULTI-CUE DYNAMIC INTEGRATION
    Zhao, Jieyu
    Geng, Xiaowei
    2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5, 2008, : 3044 - 3047
  • [35] Aging and audio-visual and multi-cue integration in motion
    Roudaia, Eugenie
    Sekuler, Allison B.
    Bennett, Patrick J.
    Sekuler, Robert
    FRONTIERS IN PSYCHOLOGY, 2013, 4
  • [36] A multi-cue fusion algorithm for visual tracking of human motion
    Yang, Ge
    Liu, Hong
    Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2009, 21 (10): : 1495 - 1499
  • [37] Multi-cue multi-hypothesis tracking with re-identification for multi-object tracking
    Wen Guo
    Yuelong Jin
    Bin Shan
    Xinmiao Ding
    Minghao Wang
    Multimedia Systems, 2022, 28 : 925 - 937
  • [38] Increasing pose estimation performance using multi-cue integration
    Viksten, Fredrik
    Soderberg, Robert
    Nordberg, Klas
    Perwass, Christian
    2006 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), VOLS 1-10, 2006, : 3760 - +
  • [39] Multi-cue multi-hypothesis tracking with re-identification for multi-object tracking
    Guo, Wen
    Jin, Yuelong
    Shan, Bin
    Ding, Xinmiao
    Wang, Minghao
    MULTIMEDIA SYSTEMS, 2022, 28 (03) : 925 - 937
  • [40] Neural network based visual tracking with multi-cue adaptive fusion
    Li, Yongwei
    Hu, Shiqiang
    Guo, Peng
    ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 3, PROCEEDINGS, 2007, 4493 : 950 - +