• DocumentCode
    2646855
  • Title

    Irregular behavior recognition based on treading track

  • Author

    Zhang, Ye ; Liu, Zhi-Jing

  • Author_Institution
    Xidian Univ., Xidian
  • Volume
    3
  • fYear
    2007
  • fDate
    2-4 Nov. 2007
  • Firstpage
    1322
  • Lastpage
    1326
  • Abstract
    Visual analysis of human motion from video sequences is one of the most active research topics in the field of computer vision. This research has certain practical value and can be widely applied in some places such as: bank^ prison > courtroom, large public facility > large storehouse and military base .In this paper we present a novel method for judging irregular behavior based on treading track. First we use the background subtraction method to detect moving body, and then we judge whether someone is suspicious or not on the basis of treading track. The experimental result has shown the method present in this paper having the superiority of simple algorithm, fast recognition speed and high accuracy rate. Meanwhile, this method has certain robustness.
  • Keywords
    computer vision; image motion analysis; image recognition; image sequences; object detection; video signal processing; background subtraction method; computer vision; human motion; irregular behavior recognition; moving body detect; treading track; video sequences; visual analysis; Humans; Image analysis; Image sequence analysis; Motion analysis; Motion detection; Object detection; Pattern analysis; Pattern recognition; Tracking; Video sequences; Irregular behavior recognition; background subtraction method; closed curve method; spiral line method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-1065-1
  • Electronic_ISBN
    978-1-4244-1066-8
  • Type

    conf

  • DOI
    10.1109/ICWAPR.2007.4421639
  • Filename
    4421639