• DocumentCode
    2380224
  • Title

    Color image enhancement algorithms based on the DCT domain

  • Author

    Xia, Junjun ; Panetta, Karen ; Agaian, Sos

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Tufts Univ., Medford, MA, USA
  • fYear
    2011
  • fDate
    9-12 Oct. 2011
  • Firstpage
    1496
  • Lastpage
    1501
  • Abstract
    This paper presents a novel modified multi scale contrast enhancement (MMCE) technique for color image enhancement based on manipulating the DCT coefficients. Modified multi contrast enhancement (MCE) is an improved version of multi contrast enhancement by redefining the frequency spectral bands and introducing more band enhancement techniques to achieve a better performance. This paper also uses an image contrast measure SDME to choose the optimal parameters and to demonstrate the effectiveness of the methods. Computer simulations and analysis are shown that the presented method outperforms the commonly used methods such as Retinex and the original MCE for most images.
  • Keywords
    discrete cosine transforms; image colour analysis; image enhancement; DCT coefficient; SDME image contrast measure; band enhancement technique; color image enhancement; discrete cosine transform; multiscale contrast enhancement technique; Brightness; Color; Discrete cosine transforms; Dynamic range; Histograms; Image color analysis; alpha rooting; color image enhancement; logarithmic enhancement; multiscale contrast enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
  • Conference_Location
    Anchorage, AK
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4577-0652-3
  • Type

    conf

  • DOI
    10.1109/ICSMC.2011.6083883
  • Filename
    6083883