• DocumentCode
    2173993
  • Title

    Video tracking using dual-tree wavelet polar matching and particle filtering

  • Author

    Pang, S.K. ; Nelson, J.D.B. ; Godsill, Simon J. ; Kingsbury, N.G.

  • Author_Institution
    Signal Process. & Commun. Lab., Univ. of Cambridge, Cambridge
  • fYear
    2008
  • fDate
    15-16 April 2008
  • Firstpage
    79
  • Lastpage
    86
  • Abstract
    In this paper, we describe a video tracking application using the dual-tree polar matching algorithm. The models are specified in a probabilistic setting, and a particle filter is used to perform the sequential inference. Computer simulations demonstrate the ability of the algorithm to track a simulated video moving target in an urban environment with complete and partial occlusions.
  • Keywords
    computer graphics; particle filtering (numerical methods); tracking; trees (mathematics); video signal processing; wavelet transforms; computer simulations; dual-tree wavelet polar matching; occlusions; particle filtering; sequential inference; urban environment; video tracking; Dual-Tree Wavelet; Particle Filtering; Polar Matching; Video Tracking;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Target Tracking and Data Fusion: Algorithms and Applications, 2008 IET Seminar on
  • Conference_Location
    Birmingham
  • ISSN
    0537-9989
  • Print_ISBN
    978-0-86341-910-2
  • Type

    conf

  • Filename
    4567734
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2173993