• DocumentCode
    1888400
  • Title

    Adaptive error diffusion using fuzzy reasoning for step edges

  • Author

    Muneyasu, Mitsuji ; Nakata, Y. ; Oda, Tetsuya ; Hinamoto, Takao

  • Author_Institution
    Kansai Univ., Osaka, Japan
  • fYear
    2005
  • fDate
    18-20 May 2005
  • Firstpage
    47
  • Abstract
    Summary form only given. This paper proposes a new adaptive error diffusion method using fuzzy control laws. Error diffusion methods with raster scanning cause an excess edge enhancement phenomenon in a step edge. If the gain of filter coefficients can be changed in step edge regions, we can avoid such an effect. In the proposed method, the filter coefficients are adjusted by using fuzzy rules based on the difference between the pixel values of a processing point and the other points in the filter mask. Therefore, the gain of the filter can be reduced in the step edge region. Finally, simulation examples show the effectiveness of the proposed technique.
  • Keywords
    adaptive signal processing; digital filters; edge detection; fuzzy control; fuzzy logic; adaptive error diffusion; filter coefficients; filter gain; filter mask; fuzzy control laws; fuzzy reasoning; image processing; raster scanning; step edges; Adaptive control; Error correction; Filters; Fuzzy control; Fuzzy reasoning; Histograms; Programmable control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nonlinear Signal and Image Processing, 2005. NSIP 2005. Abstracts. IEEE-Eurasip
  • Conference_Location
    Sapporo
  • Print_ISBN
    0-7803-9064-4
  • Type

    conf

  • DOI
    10.1109/NSIP.2005.1502309
  • Filename
    1502309