• DocumentCode
    2638520
  • Title

    Adjustable weighting image contrast enhancement algorithm and its implementation

  • Author

    He, Renjie ; Luo, Sheng ; Jing, Zhanrong ; Fan, Yangyu

  • Author_Institution
    Dept. of Electron. & Inf. Eng., Northwestern Polytech. Univ., Xi´´an, China
  • fYear
    2011
  • fDate
    21-23 June 2011
  • Firstpage
    1750
  • Lastpage
    1754
  • Abstract
    Image enhancement is one of the most important techniques in digital imaging processing fields. Traditional global histogram equalization usually causes excessive contrast enhancement while local histogram equalization may cause block effect. To overcome these problems, a new method for image contrast enhancement is developed. The novelty is that the weighted average of histogram equalization and exponential transformation are combined and the level of the contrast improvement is adjustable by changing the weighting coefficients. The proposed algorithm not only achieved adjustable contrast enhancement, for color image, it also weakened the situation of lacking color due to the risen of intensity, thus increasing the image saturation. Experimental results show that the proposed algorithm has good performance on enhancing contrast and color for a majority of images mostly taken by the authors.
  • Keywords
    image colour analysis; image enhancement; block effect; color image; digital imaging processing; exponential transformation; global histogram equalization; histogram equalization weighted average; image contrast enhancement algorithm; image saturation; local histogram equalization; Brightness; Entropy; Helium; Histograms; Image color analysis; Image enhancement; Pixel; adjustable weighting; contrast enhancement; histogram equalization; weighted average;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications (ICIEA), 2011 6th IEEE Conference on
  • Conference_Location
    Beijing
  • ISSN
    pending
  • Print_ISBN
    978-1-4244-8754-7
  • Electronic_ISBN
    pending
  • Type

    conf

  • DOI
    10.1109/ICIEA.2011.5975875
  • Filename
    5975875