• DocumentCode
    2816803
  • Title

    Underwater optical image dehazing using guided trigonometric bilateral filtering

  • Author

    Huimin Lu ; Yujie Li ; Lifeng Zhang ; Yamawaki, Akira ; Shiyuan Yang ; Serikawa, Seiichi

  • Author_Institution
    Japan Soc. for the Promotion of Sci., Tokyo, Japan
  • fYear
    2013
  • fDate
    19-23 May 2013
  • Firstpage
    2147
  • Lastpage
    2150
  • Abstract
    This paper describes a novel method to enhance underwater optical images by dehazing. Scattering and color change are two major problems of distortion for underwater imaging. Scattering is caused by large suspended particles, like fog or turbid water which contains abundant particles, plankton etc. Color change corresponds to the varying degrees of attenuation encountered by light traveling in the water with different wavelengths, rendering ambient underwater environments dominated by a bluish tone. Our key contribution is to propose a fast image and video dehazing algorithm, to compensate the attenuation discrepancy along the propagation path, and to take the influence of the possible presence of an artificial lighting source into consideration. The enhanced images are characterized by reduced noised level, better exposedness of the dark regions, improved global contrast while the finest details and edges are enhance significantly. In addition, our enhancement method is comparable to higher quality than the state-of-the-art methods.
  • Keywords
    geophysical image processing; image colour analysis; image enhancement; light scattering; rendering (computer graphics); underwater optics; video signal processing; artificial lighting source; attenuation discrepancy; color change; dark regions; guided trigonometric bilateral filtering; image enhancement; light traveling; noise level reduction; propagation path; rendering; suspended particles; underwater environments; underwater image distortion; underwater optical image dehazing; video dehazing algorithm; Attenuation; Computer vision; Filtering; Filtering algorithms; Image color analysis; Optical filters; Scattering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (ISCAS), 2013 IEEE International Symposium on
  • Conference_Location
    Beijing
  • ISSN
    0271-4302
  • Print_ISBN
    978-1-4673-5760-9
  • Type

    conf

  • DOI
    10.1109/ISCAS.2013.6572299
  • Filename
    6572299