DocumentCode
3336391
Title
The research of real-time image clarity processing method based on FPGA
Author
Zhang, Min ; Li, Feng ; Li, Jian-yu
Author_Institution
Dept. of Comput. Sci. & Telecommun. Eng., Jiangsu Univ., Zhenjiang, China
Volume
1
fYear
2009
fDate
14-16 Aug. 2009
Firstpage
1302
Lastpage
1306
Abstract
At present, the research of image clarity processing based on FPGA is still in the initial state which is mainly for some simple algorithms at home and abroad. In this paper, firstly, the FPGA technology is used for fast median filter and denoising processing of images. And then, the analysis of rough sets and the processing of incomplete information which divides the image into target areas and background areas and processes with different functions respectively are adopted to improve the algorithm of image clarity processing. The experimental result shows that, the clarity processing based on FPGA can greatly save time and meet the needs of real-time. In addition, using the gray transformation algorithm based on rough set theory can make the original blurred image clearer.
Keywords
field programmable gate arrays; image denoising; image restoration; median filters; transforms; FPGA technology; fast median filter; field programmable gate array; gray transformation algorithm; image denoising processing; real-time image clarity processing method; Algorithm design and analysis; Field programmable gate arrays; Image analysis; Image processing; Information analysis; Iterative algorithms; Set theory; Space technology; Vehicle detection; Wiener filter;
fLanguage
English
Publisher
ieee
Conference_Titel
IT in Medicine & Education, 2009. ITIME '09. IEEE International Symposium on
Conference_Location
Jinan
Print_ISBN
978-1-4244-3928-7
Electronic_ISBN
978-1-4244-3930-0
Type
conf
DOI
10.1109/ITIME.2009.5236268
Filename
5236268
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