• DocumentCode
    535012
  • Title

    Dehazing model based on multiple scattering

  • Author

    Wei, Pan ; Liu, Yangke ; Liu, Ying ; Wang, Shuhang

  • Author_Institution
    Digital Media Libratory, Beihang Univ., Beijing, China
  • Volume
    1
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    249
  • Lastpage
    252
  • Abstract
    In computer vision, the existing model used for dehazing is based on single scattering of atmosphere, so it cannot eliminate blurring in the images. In this paper, we propose a novel model for dehazing by including multiple scattering into the existing model. Based on visual manifestations, we conclude that scene radiance can be blurred by neighborhood radiance due to multiple scattering of atmosphere. With necessary simplification, we modeled multiple scattering as an aggregation of neighborhood radiance. Experiments demonstrate that our model can be applied in many existing approaches for dehazing and blurring effects can be significantly eliminated.
  • Keywords
    computer vision; image restoration; blurring; computer vision; dehazing model; image restoration; multiple scattering; neighborhood radiance; scene radiance; Atmospheric modeling; Cameras; Computational modeling; Computer vision; Mathematical model; Scattering; dehazing; image restoration; multiple scattering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2010 3rd International Congress on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6513-2
  • Type

    conf

  • DOI
    10.1109/CISP.2010.5646397
  • Filename
    5646397