• DocumentCode
    2138607
  • Title

    Human body detection and tracking from moving cameras

  • Author

    Chunming Li ; Yunfeng Xu ; Xinna Shi ; Shaoguang Wu

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
  • fYear
    2012
  • fDate
    16-18 Oct. 2012
  • Firstpage
    278
  • Lastpage
    281
  • Abstract
    We present a system based on human shape information in this paper to detect and track the moving human from moving cameras. Firstly, human detector based on the human shape information is used to detect the standing and moving human in videos with moving cameras and backgrounds. Then, the moving person is tracked based on a small area tracking method. Finally, we test our approach on real video experiments. From the experiment results we can see that the system provides a quick and robust tracking.
  • Keywords
    image motion analysis; object detection; object tracking; video cameras; human body detection; human body tracking; human detector; human shape information; moving camera; small area tracking method; video processing; HOG; Human detection; mean shift; tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2012 5th International Conference on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4673-1183-0
  • Type

    conf

  • DOI
    10.1109/BMEI.2012.6513185
  • Filename
    6513185