• DocumentCode
    3185834
  • Title

    Event recognition with PTZ cameras

  • Author

    Piciarelli, C. ; Kumar, Sudhakar ; Micheloni, C. ; Foresti, G.L.

  • Author_Institution
    Dept. of Math. & Comput. Sci., Univ. of Udine, Udine, Italy
  • fYear
    2009
  • fDate
    3-3 Dec. 2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, a framework for explicit complex event recognition is proposed. The system extracts relevant features from video streams coming from PTZ cameras in order to detect, classify, and track moving objects in the scene. This information is then processed in order to recognize both simple events (instantaneous events involving a single object) and complex events. In particular, we propose a method for explicitly describing and matching complex events in terms of simpler elements (e.g. simple events, information on object´s state, etc.). Experimental results prove the validity of the proposed event recognition technique.
  • Keywords
    feature extraction; image classification; object detection; video signal processing; video surveillance; PTZ cameras; event recognition; feature extraction; moving object tracking; object classificaiton; object detection; video streams; Event recognition; video surveillance;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Crime Detection and Prevention (ICDP 2009), 3rd International Conference on
  • Conference_Location
    London
  • Type

    conf

  • DOI
    10.1049/ic.2009.0262
  • Filename
    5522264