• DocumentCode
    3773773
  • Title

    Underwater Single Image Restoration Using Dark Channel Prior

  • Author

    Felipe M. Codevilla;Silvia Silva da Costa Botelho;Paulo Drews;Nelson Duarte Filho;Joel Felipe de Oliveira Gaya

  • Author_Institution
    Centro de Cienc. Computacionais, Univ. Fed. do Rio Grande, Rio Grande, Brazil
  • fYear
    2014
  • fDate
    3/1/2014 12:00:00 AM
  • Firstpage
    18
  • Lastpage
    21
  • Abstract
    The underwater vision is highly spoiled by the underwater degradation effects. As light propagates in the water or other participative mediums, it suffers from a substantial scattering effect that produces poor image quality. Based on a physical model that describes this phenomenon it is possible to recover an haze-free image. But, for this procedure to succeed, it is necessary to obtain certain parameters from the model. With an adaptation of the Dark Channel Prior, proposed by this paper, we are able to obtain a rough distance map estimative. With this, and some model simplifications, we are able to successfully obtain the restoration of the image.
  • Keywords
    "Image color analysis","Absorption","Colored noise","Degradation","Image restoration","Adaptation models","Scattering"
  • Publisher
    ieee
  • Conference_Titel
    Automation and Computation for Naval, Offshore and Subsea (NAVCOMP), 2014 Symposium on
  • Type

    conf

  • DOI
    10.1109/NAVCOMP.2014.7
  • Filename
    7469504