• DocumentCode
    775982
  • Title

    Adaptive fuzzy multilevel median filter

  • Author

    Yang, Xiahua ; Toh, Peng Seng

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
  • Volume
    4
  • Issue
    5
  • fYear
    1995
  • fDate
    5/1/1995 12:00:00 AM
  • Firstpage
    680
  • Lastpage
    682
  • Abstract
    A modified multilevel median filter (MLMF) incorporating the fuzzy associative memory (FAM) system is proposed in this correspondence. The modified method-the adaptive fuzzy multilevel median filter (AFMMF)-overcomes some disadvantages common to most of the conventional MLMF. Experimental results demonstrated that the performance of the AFMMF is superior to that of conventional MLMF in dealing with “short-line-like” noise while preserving edges
  • Keywords
    adaptive filters; filtering theory; fuzzy set theory; image processing; median filters; adaptive fuzzy multilevel median filter; edge preservation; fuzzy associative memory system; image processing; performance; short-line-like noise; Adaptive filters; Associative memory; Filtering algorithms; Fuzzy control; Fuzzy logic; Fuzzy systems; Image restoration; Nonlinear filters; Performance analysis; Smoothing methods;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/83.382502
  • Filename
    382502
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=775982