• DocumentCode
    3006382
  • Title

    A simple and comprehensive model for underwater image restoration

  • Author

    Xiaojun Wu ; Hongsheng Li

  • Author_Institution
    Shenzhen Grad. Sch., Harbin Inst. of Technol., Shenzhen, China
  • fYear
    2013
  • fDate
    26-28 Aug. 2013
  • Firstpage
    699
  • Lastpage
    704
  • Abstract
    Light is absorbed and scattered by water when propagating underwater. Image quality of underwater objects is extremely contaminated and degenerated by the factors of backscatter and attenuation. So underwater images should be restored to recover the useful information. In this paper, we come up with a simple and comprehensive model by combining with the Jaffe-McGlamery computer model and the spread characteristic of the underwater light, which has fewer parameters and dose not need the experiential knowledge compared with the conventional methods. An automatic process is utilized to obtain the parameters of the model. Lots of images taken underwater are restored by the method of image restoration model proposed in this paper and the results are satisfiable.
  • Keywords
    backscatter; image restoration; light scattering; Jaffe-McGlamery computer model; attenuation; backscatter; image quality; light absorption; light scattering; underwater image restoration; underwater light spread characteristic; underwater objects; Absorption; Attenuation; Cameras; Computational modeling; Entropy; Image restoration; Scattering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Automation (ICIA), 2013 IEEE International Conference on
  • Conference_Location
    Yinchuan
  • Type

    conf

  • DOI
    10.1109/ICInfA.2013.6720385
  • Filename
    6720385