• DocumentCode
    2947994
  • Title

    Study on fast algorithm of median filtering based on DC and ICS method

  • Author

    Dong, Fu-guo ; Li, Yi-ling

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Shandong Inst. of Bus. & Technol., Yantai, China
  • fYear
    2009
  • fDate
    13-15 Nov. 2009
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper studies median filtering algorithm and several related fast algorithm proposed by other professors, then gives a novel fast algorithm of median filtering based on divide-and-conquer method and improved-choose-sort method. In new algorithm, all the pixels in filtering window are divided into several blocks, the median values of each block are computed using improved-choose-sort algorithm, then consider the above median values as a new block and compute its median value again, which can be seen as the median value of all the pixel values. In ICS algorithm, only half of the block data are sorted and the rest can be ignored. Experiment results show that the new algorithm is significantly superior to classical algorithm especially in large window cases; it can greatly improve the performance of median filtering algorithm while keeping very high accuracy.
  • Keywords
    image denoising; median filters; DC method; ICS method; divide-and-conquer method; improved-choose-sort method; median filtering fast algorithm; Computer science; Educational technology; Electronic mail; Filtering algorithms; Image restoration; Maximum likelihood detection; Noise reduction; Nonlinear filters; Paper technology; Pixel; Median filtering algorithm; divide-and-conquer method; improved-choose-sort algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications & Signal Processing, 2009. WCSP 2009. International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-4856-2
  • Electronic_ISBN
    978-1-4244-5668-0
  • Type

    conf

  • DOI
    10.1109/WCSP.2009.5371406
  • Filename
    5371406