• DocumentCode
    1246882
  • Title

    Recursive filters for optical flow

  • Author

    Fleet, David J. ; Langley, Keith

  • Author_Institution
    Dept. of Comput. & Inf. Sci., Queen´´s Univ., Kingston, Ont., Canada
  • Volume
    17
  • Issue
    1
  • fYear
    1995
  • fDate
    1/1/1995 12:00:00 AM
  • Firstpage
    61
  • Lastpage
    67
  • Abstract
    Working toward efficient (real-time) implementations of optical flow methods, the authors have applied simple recursive filters to achieve temporal smoothing and differentiation of image intensity, and to compute 2d flow from component velocity constraints using spatiotemporal least-squares minimization. Accuracy in simulation is similar to that obtained in the study by Barren et al. (1994), while requiring much less storage, less computation, and shorter delays
  • Keywords
    image sequences; least squares approximations; minimisation; recursive filters; smoothing methods; 2d flow; component velocity constraints; differentiation; image intensity; optical flow; recursive filters; spatiotemporal least-squares minimization; temporal smoothing; Band pass filters; Delay; Filtering; Image motion analysis; Low pass filters; Navigation; Optical computing; Optical devices; Optical filters; Spatiotemporal phenomena;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/34.368151
  • Filename
    368151