• DocumentCode
    2062442
  • Title

    An Area-Efficient Alternative to Adaptive Median Filtering in FPGAs

  • Author

    Vasicek, Zdenek ; Sekanina, Lukas

  • Author_Institution
    Brno Univ. of Technol., Brno
  • fYear
    2007
  • fDate
    27-29 Aug. 2007
  • Firstpage
    216
  • Lastpage
    221
  • Abstract
    This paper presents a new approach to the FPGA implementation of image filters which are utilized to remove the salt-and-pepper noise of high intensity (up to 70% of corrupted pixels). The proposed solution combines image filters designed by means of evolutionary algorithm with a simple human-designed preprocessing and post-processing unit. It provides the same filtering capability as a standard adaptive median filter; however, using four times less Virtex slices.
  • Keywords
    adaptive filters; evolutionary computation; field programmable gate arrays; image denoising; median filters; FPGA implementation; adaptive median filtering; evolutionary algorithm; human-designed post-processing unit; human-designed preprocessing unit; image filters; salt-and-pepper noise; Adaptive filters; Costs; Field programmable gate arrays; Filter bank; Hardware; Image generation; Information filtering; Information filters; Information technology; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Field Programmable Logic and Applications, 2007. FPL 2007. International Conference on
  • Conference_Location
    Amsterdam
  • Print_ISBN
    978-1-4244-1060-6
  • Electronic_ISBN
    978-1-4244-1060-6
  • Type

    conf

  • DOI
    10.1109/FPL.2007.4380650
  • Filename
    4380650