Title :
Research on Image Median Filtering Algorithm and Its FPGA Implementation
Author :
Hu, Yueli ; Ji, Huijie
Author_Institution :
Key Lab. of Adv. Display & Syst. Applic., Shanghai Univ., Shanghai, China
Abstract :
Image filtering plays an important role in image preprocessing. The median filters, including the standard median filter and the multi-level median filter, which can preserve image features and thin lines are introduced and discussed in detail. After that, the FPGA based solution for the algorithms of these two filters are presented. This paper also gives account to the FPGA implementation of the complete structure of a general filter including the filtering window generating module and the row-column counting module. RTL level simulation is performed in Modelsim to verify the functional correctness and system level simulation is performed in Matlab to compare the filtering effect.
Keywords :
field programmable gate arrays; image processing; median filters; FPGA implementation; Matlab; filtering window generating module; image median filtering algorithm; multilevel median filter; row-column counting module; Application software; Application specific integrated circuits; Computational modeling; Digital signal processing; Field programmable gate arrays; Filtering algorithms; Filters; Hardware; Parallel processing; Signal processing algorithms; FPGA implementation; image preprocessing; mean filter; median filter; noise detection;
Conference_Titel :
Intelligent Systems, 2009. GCIS '09. WRI Global Congress on
Conference_Location :
Xiamen
Print_ISBN :
978-0-7695-3571-5
DOI :
10.1109/GCIS.2009.130