DocumentCode :
3395649
Title :
Fast median filtering algorithm based on FPGA
Author :
Wei, Pingjun ; Zhang, Liang ; Ma, Changzheng ; Yeo, Tat Soon
Author_Institution :
Sch. of Electr. Inf., Zhongyuan Univ. of Technol., Zhengzhou, China
fYear :
2010
fDate :
24-28 Oct. 2010
Firstpage :
426
Lastpage :
429
Abstract :
Median filter has good capabilities for reducing a variety kind of random noise, and causes less ambiguity than linear smoothing filters under same processing size. In order to suppress the impulse noise of digital video signal and meet the system´s needs of real-time, it is of great significance to do fast filtering of image based on hardware. By analyzing the common 3×3 filtering window´s mathematical model, this paper proposes a fast median filtering algorithm based on field programmable gate array (FPGA) and the scheme design. According to the characteristics of parallel structures and its suitable for pipeline design of FPGA. VHDL and schematic design are used in this paper to design the implement circuit. Quartus II is used for timing simulation. The results show that it can filter the impulse noise in real time and improves the quality of image.
Keywords :
field programmable gate arrays; hardware description languages; median filters; smoothing methods; FPGA; Quartus II; VHDL; digital video signal; field programmable gate array; linear smoothing filter; median filtering algorithm; random noise; schematic design; timing simulation; Algorithm design and analysis; Field programmable gate arrays; Filtering; Filtering algorithms; Hardware; Noise; Pixel; Quartus II; VHDL; fast median filtering: FPGA; image processing; schematic;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
Type :
conf
DOI :
10.1109/ICOSP.2010.5655365
Filename :
5655365
Link To Document :
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