• DocumentCode
    2482032
  • Title

    Noise-Insensitive Contrast Enhancement for Rendering High-Dynamic-Range Images

  • Author

    Lin, Hsueh-Yi Sean

  • Author_Institution
    Dept. of Comput. Inf. & Network Eng., Lunghwa Univ. of Sci. & Technol., Taiwan
  • fYear
    2010
  • fDate
    23-26 Aug. 2010
  • Firstpage
    2676
  • Lastpage
    2679
  • Abstract
    The process of compressing the high luminance values into the displayable range inevitably incurs the loss of image contrasts. Although the local adaptation process, such as the two-scale contrast reduction scheme, is capable of preserving details during the HDR compression process, it cannot be used to enhance the local contrasts of image contents. Moreover, the effect of noise artifacts cannot be eliminated when the detail manipulation is subsequently performed. We propose a new tone reproduction scheme, which incorporates the local contrast enhancement and the noise suppression processes, for the display of HDR images. Our experimental results show that the proposed scheme is indeed effective in enhancing local contrasts of image contents and suppressing noise artifacts during the increase of the visibility of HDR scenes.
  • Keywords
    image coding; image denoising; image enhancement; high luminance values; high-dynamic-range compression process; image contents; image contrasts; local adaptation process; local contrast enhancement; noise artifacts suppression; noise-insensitive contrast enhancement; tone reproduction scheme; Histograms; Image coding; Noise; Photography; Pixel; Rendering (computer graphics); Tone reproduction; contrast enhancement; detail enhancement; high dynamic range compression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition (ICPR), 2010 20th International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1051-4651
  • Print_ISBN
    978-1-4244-7542-1
  • Type

    conf

  • DOI
    10.1109/ICPR.2010.656
  • Filename
    5596007