DocumentCode :
2069772
Title :
A new fast median filtering algorithm based on FPGA
Author :
Leiou Wang
Author_Institution :
Digital Syst. Integration Lab., Inst. of Acoust., Beijing, China
fYear :
2013
fDate :
28-31 Oct. 2013
Firstpage :
1
Lastpage :
4
Abstract :
Edge detection plays an important role in the field of image processing. However, due to the random noise in images, image filtering should be taken in image preprocessing. The median filtering algorithm can suppress the noise in images, thus this algorithm is widely employed in many different fields. By analyzing the common 3 × 3 filtering window mathematical model and different median filtering algorithms, this paper proposes a fast median filtering algorithm based on Field Programmable Gate Array (FPGA). This algorithm can effectively reduce the compare operation and it is suitable to implement on FPGA. In addition, this paper also implements Sobel edge detection algorithm, which can accomplish edge detection from a median filtering image.
Keywords :
edge detection; field programmable gate arrays; image denoising; median filters; FPGA; Sobel edge detection algorithm; field programmable gate array; image filtering; image preprocessing; image processing; median filtering algorithm; median filtering image; Algorithm design and analysis; Clocks; Field programmable gate arrays; Filtering; Filtering algorithms; Image edge detection; Noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
ASIC (ASICON), 2013 IEEE 10th International Conference on
Conference_Location :
Shenzhen
ISSN :
2162-7541
Print_ISBN :
978-1-4673-6415-7
Type :
conf
DOI :
10.1109/ASICON.2013.6812071
Filename :
6812071
Link To Document :
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