• DocumentCode
    2448184
  • Title

    Local histogram modification based contrast enhancement

  • Author

    Tian, Qiyuan ; Duan, Jiang

  • fYear
    2012
  • fDate
    16-18 July 2012
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper presents a novel contrast enhancement algorithm based on local histogram modification. A global method, which works by striking a balance between linear contrast enhancement and histogram equalization, is firstly introduced. We then segment images into rectangle regions and adaptively stretch contrast using our global enhancement algorithmin in each region to reproduce local contrast and details. In order to avoid boundary artifacts, we propose a bilateral weighting scheme. Our method is easy to use, and the experiment results show that the technique can produce good results on a variety of images.
  • Keywords
    image enhancement; image segmentation; bilateral weighting scheme; contrast enhancement algorithm; global enhancement algorithm; global method; histogram equalization; image segmentation; linear contrast enhancement; local histogram modification; rectangle regions; Dynamic range; Helium; Histograms; Image segmentation; Noise; Sociology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Audio, Language and Image Processing (ICALIP), 2012 International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4673-0173-2
  • Type

    conf

  • DOI
    10.1109/ICALIP.2012.6376577
  • Filename
    6376577