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
Link To Document :
بازگشت