• DocumentCode
    2797318
  • Title

    Relative gradients for image lighting correction

  • Author

    Hou, Zujun ; Yau, Wei-Yun

  • Author_Institution
    Inst. for Infocomm Res., A-Star, Singapore, Singapore
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    1374
  • Lastpage
    1377
  • Abstract
    A fundamental problem in computer vision is to enhance images under various lighting conditions. This paper proposes an approach to lighting correction through reconstructing the image based on relative gradients. Compared with the absolute gradients as exemplified in the originally acquired image, the relative gradients are more stable under the variation of lighting. Extensive experiments have been carried out over images under a wide range of lighting variations. Comparisons with popular lighting correction methods are presented.
  • Keywords
    image colour analysis; image enhancement; image reconstruction; computer vision; image enhancement; image lighting correction; image reconstruction; lighting condition; lighting variation; relative gradients; Computer vision; Degradation; Face recognition; Filtering; Image generation; Image recognition; Image reconstruction; Image restoration; Layout; Lighting; Image enhancement; Lighting correction; Poisson equation; Relative gradients;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495453
  • Filename
    5495453