• DocumentCode
    2541799
  • Title

    Optic flow calculation using robust statistics

  • Author

    Bab-Hadiashar, Alireza ; Suter, David

  • Author_Institution
    Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia
  • fYear
    1997
  • fDate
    17-19 Jun 1997
  • Firstpage
    988
  • Lastpage
    993
  • Abstract
    A method for calculating optic flow, using robust statistics, is developed. The method generally out-performs all competing methods in terms of accuracy. One of the key features in the success of this method, is that we use least median of squares, which is known to be robust to outliers. The computational cost is kept very low by using an approximate solution to the least median of squares only in a first stage that detects outliers. The essential ingredients of our method should be applicable in a wide range of other computer vision problems
  • Keywords
    computer vision; image sequences; statistical analysis; computer vision; least median of squares; optic flow calculation; robust statistics; Brightness; Equations; Image motion analysis; Least squares approximation; Optical computing; Optical devices; Optical sensors; Robustness; Statistical analysis; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision and Pattern Recognition, 1997. Proceedings., 1997 IEEE Computer Society Conference on
  • Conference_Location
    San Juan
  • ISSN
    1063-6919
  • Print_ISBN
    0-8186-7822-4
  • Type

    conf

  • DOI
    10.1109/CVPR.1997.609448
  • Filename
    609448