• DocumentCode
    2018775
  • Title

    Reconfigurable architecture of adaptive median filter — An FPGA based approach for impulse noise suppression

  • Author

    Mukherjee, Manali ; Kamarujjaman ; Maitra, Mausumi

  • Author_Institution
    Dept. of Inf. Technol., Gov. Coll. of Eng. & Ceramic Technol., Kolkata, India
  • fYear
    2015
  • fDate
    7-8 Feb. 2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, low complexity reconfigurable hardware architecture for adaptive median filter is proposed and a comparative study of hardware based median and adaptive median filter is presented. An efficient development of median & adaptive median filter is presented for removal of impulse noise mainly salt & pepper noise from digital Images. Performance measurement of mean square error (MSE) and peak signal-to-noise ratio (PSNR) is done to compare these two filters. This paper proposes hardware implementation which is highly required for real time execution. Field Programmable Gate Arrays (FPGAs) are widely used for real time processing where the requirements of time, speed, area, power become strict. The algorithms of these two filters are discussed in detail which is followed by FPGA based solutions. Simulation is done using Xilinx ISE 14.5 software of XILINX platform where the implementations utilize on Genesys VERTEX V FPGA Board of XC5VLX50T device family.
  • Keywords
    adaptive filters; field programmable gate arrays; image denoising; impulse noise; median filters; Field Programmable Gate Arrays; Genesys VERTEX V FPGA Board; XC5VLX50T device family; XILINX platform; Xilinx ISE 14.5 software; adaptive filter; impulse noise suppression; mean square error; median filter; peak signal-to-noise ratio; Adaptive filters; Field programmable gate arrays; Filtering algorithms; Hardware; Maximum likelihood detection; Noise; Nonlinear filters; Adaptive Median Filter; Field programmable gate array (FPGA); Impulse Noise; Median Filter; Real-time Filtering; Salt-and-pepper noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer, Communication, Control and Information Technology (C3IT), 2015 Third International Conference on
  • Conference_Location
    Hooghly
  • Print_ISBN
    978-1-4799-4446-0
  • Type

    conf

  • DOI
    10.1109/C3IT.2015.7060184
  • Filename
    7060184