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