• DocumentCode
    525840
  • Title

    An iterative filtering algorithm based on signaling game idea

  • Author

    Fu, Min ; Chen, Le ; Sun, Jian ; Zhong, Shao-jun ; Zou, Chao

  • Author_Institution
    Coll. of Mechatron. Eng., China Jiliang Univ., Hangzhou, China
  • Volume
    1
  • fYear
    2010
  • fDate
    12-13 June 2010
  • Firstpage
    17
  • Lastpage
    20
  • Abstract
    An iterative digital image filtering algorithm based on signaling game idea is presented. Aim at shortages of the standard medium filtering algorithm, this paper provides an improving approach through appointing signaling game idea. The method is that choose filtering window, sort every pixel value in the window and find the median first and then compare the median and the window central pixel value, and obtain the probability that the window central pixel is signal point or noise point according to the similarity between the medium and window central pixel value, finally, construct membership function to fix the value of window central pixel and bring the value amended to the following pixel filtering operation. As the method above, we repeat the operation until all the value of pixels in the image have been amended. The results of computer simulation prove that the improved algorithm not only can suppress the noise but also keep details of the image well.
  • Keywords
    game theory; image processing; iterative methods; median filters; digital image filtering algorithm; iterative filtering algorithm; median filtering algorithm; membership function; signaling game idea; window central pixel value; Biomedical imaging; filtering window; membership function; revised matrix; signaling game; window central pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Communication Technologies in Agriculture Engineering (CCTAE), 2010 International Conference On
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-6944-4
  • Type

    conf

  • DOI
    10.1109/CCTAE.2010.5543686
  • Filename
    5543686