• DocumentCode
    329477
  • Title

    Velocity selective spatio-temporal filters for motion analysis in image sequence

  • Author

    Ambellouis, S. ; Cabestaing, F. ; Postaire, J.-G.

  • Author_Institution
    Inst. Nat. de REcherche sur les Transp. et Leur Securite, Villeneuve d´´Ascq, France
  • Volume
    1
  • fYear
    1998
  • fDate
    4-7 Oct 1998
  • Firstpage
    231
  • Abstract
    Toward real-time implementation of optical flow methods, we present an IIR filter structure suitable for local motion analysis. The motion analysis framework is divided into three steps. A set of velocity tuned filters is first applied to the image sequence. Then, for each pixel, the filter which gives the maximal response is selected. Finally, a segmentation step allows a clustering of pixels according to the previously computed motion index. We only focus on the first step of the method. We present the structure of the proposed IIR filters and show the influence of the parameters on their selectivity
  • Keywords
    IIR filters; filtering theory; image motion analysis; image sampling; image segmentation; image sequences; pattern clustering; IIR filter structure; image segmentation; image sequence; local motion analysis; maximal response; motion analysis; motion index; optical flow methods; pixels clustering; real-time implementation; spatial resampling; temporal resampling; velocity selective spatio-temporal filters; velocity tuned filters; Finite impulse response filter; Fourier transforms; Frequency; IIR filters; Image motion analysis; Image sequences; Layout; Motion analysis; Optical computing; Optical filters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    0-8186-8821-1
  • Type

    conf

  • DOI
    10.1109/ICIP.1998.723463
  • Filename
    723463