• DocumentCode
    2236196
  • Title

    Correction of shading effects in vision-based UUV localization

  • Author

    Garcia, R. ; Cufi, Xavier ; Carreras, Marc ; Ridao, P.

  • Author_Institution
    Comput. Vision & Robotics Group, Girona Univ., Spain
  • Volume
    1
  • fYear
    2003
  • fDate
    14-19 Sept. 2003
  • Firstpage
    989
  • Abstract
    This paper describes the improvements achieved in our mosaicking system to assist unmanned underwater vehicle navigation. A major advance has been attained in the processing of images of the ocean floor when light absorption effects are evident. Due to the absorption of natural light, underwater vehicles often require artificial light sources attached to them to provide the adequate illumination for processing underwater images. Unfortunately, these flashlights tend to illuminate the scene in a nonuniform fashion. In this paper a technique to correct non-uniform lighting is proposed. The acquired frames are compensated through a point-by-point division of the image by an estimation of the illumination field. Then, the gray-levels of the obtained image remapped to enhance image contrast. Experiments with real images are presented.
  • Keywords
    image enhancement; image segmentation; light absorption; mobile robots; path planning; underwater vehicles; artificial light source; illumination field estimation; image point-by-point division; image processing; light absorption effects; mosaicking system; natural light absorption; ocean floor; shading effects correction; underwater images illumination; vision-based unmanned underwater vehicle navigation; Absorption; Cameras; Computer vision; Layout; Light sources; Lighting; Navigation; Oceans; Robot vision systems; Underwater vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation, 2003. Proceedings. ICRA '03. IEEE International Conference on
  • ISSN
    1050-4729
  • Print_ISBN
    0-7803-7736-2
  • Type

    conf

  • DOI
    10.1109/ROBOT.2003.1241721
  • Filename
    1241721