• DocumentCode
    2791965
  • Title

    A novel image enhancement approach based on wavelet transformation

  • Author

    Jian-nan Chi ; Chuang Zhang ; Yan-jun Qin ; Cui-juan Wang

  • Author_Institution
    Inf. Eng. Sch., Univ. of Sci. & Technol. Beijing, Beijing, China
  • fYear
    2009
  • fDate
    17-19 June 2009
  • Firstpage
    4387
  • Lastpage
    4392
  • Abstract
    In this paper, a novel approach of image enhancement based on anti-symmetrical biorthogonal wavelet reconstruction is put forward. Firstly multi-scale decomposition of wavelet of image is done. Then module value and phasic angle image are achieved through half-reconstruction, by which edge images of different scale are extracted. And multi-scale wavelet coefficients of detailed component image corresponding to multi-scale image edge pixels are enhanced. Finally following reconstruction is done and image is enhanced. In the approach presented image edges are enhanced, which is implemented in wavelet tower data. Experimental results show the validity of the approach.
  • Keywords
    edge detection; image enhancement; image reconstruction; image resolution; wavelet transforms; antisymmetrical biorthogonal wavelet reconstruction; image enhancement; image reconstruction; module value image; multiscale image edge pixel; multiscale image wavelet decomposition; multiscale wavelet coefficients; phasic angle image; wavelet tower data; wavelet transformation; Data mining; Electronic mail; Image edge detection; Image enhancement; Image reconstruction; Pixel; Poles and towers; Wavelet coefficients; Biorthogonal wavelet; Edge detection; Image enhancement; Multi-scale decomposition; Wavelet reconstruction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference, 2009. CCDC '09. Chinese
  • Conference_Location
    Guilin
  • Print_ISBN
    978-1-4244-2722-2
  • Electronic_ISBN
    978-1-4244-2723-9
  • Type

    conf

  • DOI
    10.1109/CCDC.2009.5192406
  • Filename
    5192406