• DocumentCode
    1557989
  • Title

    Turbid Scene Enhancement Using Multi-Directional Illumination Fusion

  • Author

    Treibitz, Tali ; Schechner, Y.Y.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Univ. of California, San Diego, CA, USA
  • Volume
    21
  • Issue
    11
  • fYear
    2012
  • Firstpage
    4662
  • Lastpage
    4667
  • Abstract
    Ambient light is strongly attenuated in turbid media. Moreover, natural light is often more highly attenuated in some spectral bands, relative to others. Hence, imaging in turbid media often relies heavily on artificial sources for illumination. Scenes irradiated by an off-axis single point source have enhanced local object shadow edges, which may increase object visibility. However, the images may suffer from severe nonuniformity, regions of low signal (being distant from the source), and regions of strong backscatter. On the other hand, simultaneously illuminating the scene from multiple directions increases the backscatter and fills-in shadows, both of which degrade local contrast. Some previous methods tackle backscatter by scanning the scene, either temporally or spatially, requiring a large number of frames. We suggest using a few frames, in each of which wide field scene irradiance originates from a different direction. This way, shadow contrast can be maintained and backscatter can be minimized in each frame, while the sequence at large has a wider, more spatially uniform illumination. The frames are then fused by post processing to a single, clearer image. We demonstrate significant visibility enhancement underwater using as little as two frames.
  • Keywords
    computer vision; image enhancement; image fusion; ambient light; multidirectional illumination fusion; object shadow edges; object visibility; off-axis single point source; shadow contrast; spectral band; turbid media; turbid scene enhancement; Backscatter; Cameras; Laplace equations; Light sources; Lighting; Media; Scattering; Computer vision; image recovery; modeling and recovery of physical attributes; physics-based vision; vision in scattering media;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2012.2208978
  • Filename
    6241430