• DocumentCode
    3158074
  • Title

    Active target tracking based on Mean Shift algorithm and color template matching

  • Author

    Zhenhong, Shang ; Jinxia, Shang ; Xiaofang, Cai ; Liu Hui ; Guofeng, Shu ; Siyang, Yu ; Zhenping, Qiang

  • Author_Institution
    Coll. of Inf. Eng. & Autom., Kunming Univ. of Sci. & Technol., Kunming, China
  • fYear
    2011
  • fDate
    16-18 April 2011
  • Firstpage
    1945
  • Lastpage
    1948
  • Abstract
    An active tracking algorithm synthesized Mean Shift Algorithm and Color template matching was proposed in dynamic background. After changing of camera perspective or focus, the algorithm, based on the fact: color template matching with the moving target is independent of the position in frames, locates target in new frame using color template matching and then tracks target using Mean Shift algorithm, by initializing Mean Shift search windows with the new location of target. The algorithm can track moving target correctly and keep tracking target in the center of the frame. Experiments show that the algorithm is great of robustness and practical.
  • Keywords
    image colour analysis; image matching; image motion analysis; target tracking; active target tracking algorithm; color template matching; mean shift algorithm; mean shift search window; moving target tracking; Color; Heuristic algorithms; Kalman filters; Pattern analysis; Radar tracking; Target tracking; Active tracking; Color template matching; Mean Shift algorithm; Object tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics, Communications and Networks (CECNet), 2011 International Conference on
  • Conference_Location
    XianNing
  • Print_ISBN
    978-1-61284-458-9
  • Type

    conf

  • DOI
    10.1109/CECNET.2011.5768728
  • Filename
    5768728