• DocumentCode
    1845584
  • Title

    An improved three states filter algorithm for impulse noise removal

  • Author

    Lijuan Zhan ; Zhiyong Zuo ; Shengguo Zhu

  • Author_Institution
    Dept. Inst. for Pattern Recognition & Artificial Intell., Huazhong Univ. of Sci. & Technol., Wuhan, China
  • Volume
    1
  • fYear
    2012
  • fDate
    21-25 Oct. 2012
  • Firstpage
    162
  • Lastpage
    165
  • Abstract
    The Tri-State Median Filter (TSM), which incorporates the traditional standard median(SM) filter and the center weighted median (CWM) filter into image processing. TSM put the difference between the result of SM and CWM filters and the original value as a reference of noise detection, which preserves more image details and enhance the effect of the filter. This article is based on the TSM, breaking the traditional mode and combining Adaptive Median Filter (AMF) with Decision based-Algorithm (DBAIN).Experiment results show that this paper´s method has a better filtering effect than TSM.
  • Keywords
    adaptive filters; image denoising; median filters; AMF; CWM filter; DBAIN; SM filter; TSM; adaptive median filter; center weighted median filter; decision based-algorithm; image processing; improved three states filter algorithm; impulse noise removal; standard median filter; tristate median filter; image enhance; impulse noise; noise reduction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing (ICSP), 2012 IEEE 11th International Conference on
  • Conference_Location
    Beijing
  • ISSN
    2164-5221
  • Print_ISBN
    978-1-4673-2196-9
  • Type

    conf

  • DOI
    10.1109/ICoSP.2012.6491625
  • Filename
    6491625