• DocumentCode
    3105207
  • Title

    A new method of image enhancement under impulsive noise based on adaptive filtering

  • Author

    Xuxiu, Zhang ; Jianhong, Li

  • Author_Institution
    Sch. of Electron. & Inf. Eng., Dalian Jiaotong Univ., Dalian, China
  • Volume
    2
  • fYear
    2010
  • fDate
    18-19 Oct. 2010
  • Abstract
    This paper presents a new adaptive filtering algorithm for image enhancement basing on several image enhancement algorithms, under α stable impulsive noise. The algorithm defines a new fractional lower order moment to adjust the weight of adaptive filter. It has a better robustness to impulsive noise. Simulation results show that the new algorithm is more effective to restrain spike noise under proper parameter compared with traditional algorithm based on a stable impulsive noise.
  • Keywords
    adaptive filters; eigenvalues and eigenfunctions; image enhancement; impulse noise; adaptive filtering; image enhancement; impulsive noise; Adaptation model; Filtering algorithms; Geology; Manganese; PSNR; Robustness; a stable distribution; adaptive filtering; fractional lower order statistics (FLOS); image enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Networking and Automation (ICINA), 2010 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-8104-0
  • Electronic_ISBN
    978-1-4244-8106-4
  • Type

    conf

  • DOI
    10.1109/ICINA.2010.5636778
  • Filename
    5636778