• DocumentCode
    304516
  • Title

    Accurate estimation of discontinuous optical flow by minimizing divergence related functionals

  • Author

    Guichard, Frédéric ; Rudin, Lenny

  • Author_Institution
    Cognitech Inc., Santa Monica, CA, USA
  • Volume
    1
  • fYear
    1996
  • fDate
    16-19 Sep 1996
  • Firstpage
    497
  • Abstract
    Classical definitions of the optical flow involve a conservation law, and a spatial smoothing of the velocities based on a norm of its gradient. We propose to use the divergence of the flow instead of using the gradient. So that the optical flow we obtained is the less divergent flow which satisfies the constraint defined by the conservation law. We propose also a model with occlusions, and show results of reconstructions based on the obtained estimation of the flow
  • Keywords
    conservation laws; functional analysis; functional equations; image reconstruction; image sequences; minimisation; motion estimation; smoothing methods; accurate flow estimation; algorithm; conservation law; discontinuous optical flow; divergence related functionals; flow divergence; gradient; image reconstruction; minimization; occlusions; spatial smoothing; velocities; Additive noise; Apertures; Image motion analysis; Image sampling; Interpolation; Pixel; Smoothing methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1996. Proceedings., International Conference on
  • Conference_Location
    Lausanne
  • Print_ISBN
    0-7803-3259-8
  • Type

    conf

  • DOI
    10.1109/ICIP.1996.559542
  • Filename
    559542