• DocumentCode
    3468107
  • Title

    Object Tracking Algorithm Based on Camshift Algorithm Combinating with Difference in Frame

  • Author

    Chu, Hongxia ; Ye, Shujiang ; Guo, Qingchang ; Liu, Xia

  • Author_Institution
    Heilongjiang Inst. of Technol., Harbin
  • fYear
    2007
  • fDate
    18-21 Aug. 2007
  • Firstpage
    51
  • Lastpage
    55
  • Abstract
    Object tracking algorithm based on Camshift algorithm which is combinating with difference in frame is put forward to quickly and exactly track movement object. Firstly, we confirm the movement region of object by difference in frame, and we again confirm centroid of movement region which is centered to initialize tracking curve. Secondly, the feature is abstracted in the region and the target is tracked by Camshift algorithm. The method overcomes shortcoming of artificial orientation and divergence problem for traditional Camshift during tracking. We prove the validity of the algorithm by experiment at last.
  • Keywords
    image motion analysis; object detection; optical tracking; Camshift algorithm; artificial orientation; divergence problem; frame difference; object movement; object tracking; Automation; Educational institutions; Head; Humans; Image analysis; Inspection; Logistics; Motion pictures; Object detection; Target tracking; Camshift; Difference; Frame; Object tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation and Logistics, 2007 IEEE International Conference on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-1531-1
  • Type

    conf

  • DOI
    10.1109/ICAL.2007.4338529
  • Filename
    4338529