• DocumentCode
    1046147
  • Title

    A Dynamic Histogram Equalization for Image Contrast Enhancement

  • Author

    Abdullah-Al-Wadud, M. ; Kabir, Md Hasanul ; Dewan, M. Ali Akber ; Chae, Oksam

  • Author_Institution
    Kyung Hee Univ., Seoul
  • Volume
    53
  • Issue
    2
  • fYear
    2007
  • fDate
    5/1/2007 12:00:00 AM
  • Firstpage
    593
  • Lastpage
    600
  • Abstract
    In this paper, a smart contrast enhancement technique based on conventional histogram equalization (HE) algorithm is proposed. This dynamic histogram equalization (DHE) technique takes control over the effect of traditional HE so that it performs the enhancement of an image without making any loss of details in it. DHE partitions the image histogram based on local minima and assigns specific gray level ranges for each partition before equalizing them separately. These partitions further go though a repartitioning test to ensure the absence of any dominating portions. This method outperforms other present approaches by enhancing the contrast well without introducing severe side effects, such as washed out appearance, checkerboard effects etc., or undesirable artifacts.
  • Keywords
    image enhancement; checkerboard effects; conventional histogram equalization; dynamic histogram equalization; image contrast enhancement; image histogram; smart contrast enhancement technique; washed out appearance; Computational efficiency; Frequency; Gaussian distribution; Helium; Histograms; Humans; Image processing; Partitioning algorithms; Pixel; Testing;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/TCE.2007.381734
  • Filename
    4266947