• DocumentCode
    2826449
  • Title

    Optical flow estimation in omnidirectional images using wavelet approach

  • Author

    Demonceaux, Cédric ; Kachi-Akkouche, Djemâa

  • Author_Institution
    C.R.E.A.
  • Volume
    7
  • fYear
    2003
  • fDate
    16-22 June 2003
  • Firstpage
    76
  • Lastpage
    76
  • Abstract
    The motion estimation computation in the image sequences is a significant problem in image processing. Many researches were carried out on this subject in the image sequences with a traditional camera. These techniques were applied in omnidirectional image sequences. But the majority of these methods are not adapted to this kind of sequences. Indeed they suppose the flow is locally constant but the omnidirectional sensor generates distortions which contradict this assumption. In this paper, we propose a fast method to compute the optical flow in omnidirectional image sequences. This method is based on a Brightness Change Constraint Equation decomposition on a wavelet basis. To take account of the distortions created by the sensor, we replace the assumption of flow locally constant used in traditional images by a hypothesis more appropriate.
  • Keywords
    Brightness; Cameras; Equations; Image motion analysis; Image processing; Image sequences; Motion estimation; Optical computing; Optical distortion; Optical sensors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision and Pattern Recognition Workshop, 2003. CVPRW '03. Conference on
  • Conference_Location
    Madison, Wisconsin, USA
  • ISSN
    1063-6919
  • Print_ISBN
    0-7695-1900-8
  • Type

    conf

  • DOI
    10.1109/CVPRW.2003.10080
  • Filename
    4624338