• DocumentCode
    3264827
  • Title

    An image illumination correction algorithm based on tone mapping

  • Author

    Wu, Yadong ; Liu, Zhiqin ; Han, Yongguo ; Zhang, Hongying

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Southwest Univ. of Sci. & Technol., Mianyang, China
  • Volume
    2
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    645
  • Lastpage
    648
  • Abstract
    Illumination is an important factor to affect image quality in computer vision. In order to effectively weaken the influence of illumination on image quality, an image illumination correction algorithm based on tone mapping is proposed in this paper. The proposed algorithm combined color space decomposition and tone mapping based image brightness adjustment, which can improve the image contrast while maintaining the better color of the original image, and cannot increase noise. On the other hand, this algorithm is based on the pixel processing and does not need image transformation and image statistics information, which can reduce the computational complexity and more easily implement in hardware. Finally, a large number of experiments show that the proposed algorithm can effectively remove the impact of illumination and enhance image quality.
  • Keywords
    computer vision; image colour analysis; color space decomposition; computer vision; image brightness adjustment; image contrast; image illumination correction algorithm; image quality; tone mapping; Brightness; Dynamic range; Filtering; Histograms; Image color analysis; Image quality; Lighting; brightness adjustment; color space decomposition; illumination correction; tone mapping;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2010 3rd International Congress on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6513-2
  • Type

    conf

  • DOI
    10.1109/CISP.2010.5647231
  • Filename
    5647231