• DocumentCode
    3166474
  • Title

    Pixel Behaviour Metrics for Dynamic Background Modelling with the Projected Difference Pattern Method

  • Author

    Pakulski, Peter ; Sammut, Karl ; He, Fangpo ; Naylor, Matthew

  • Author_Institution
    Flinders University
  • fYear
    205
  • fDate
    6-8 Dec. 205
  • Firstpage
    25
  • Lastpage
    25
  • Abstract
    This paper presents a new algorithm for modelling the behaviour of dynamic video. The PDP (Projected Difference Pattern) is designed to perform simple spatiotemporal processing with a strong focus on efficiency of real-time implementation. In its simplest implementation, the algorithm is shown to be suitable for generating dynamic background models, motion characterisation, and motion detection. Sample analyses of test video are presented to support this work.
  • Keywords
    Coherence; Fires; Image processing; Large-scale systems; Layout; Machine vision; Pixel; Signal processing algorithms; Spatiotemporal phenomena; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Image Computing: Techniques and Applications, 2005. DICTA '05. Proceedings 2005
  • Conference_Location
    Queensland, Australia
  • Print_ISBN
    0-7695-2467-2
  • Type

    conf

  • DOI
    10.1109/DICTA.2005.65
  • Filename
    1587627
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3166474