DocumentCode
3377450
Title
An efficient denoising chip for the removal of impulse noise
Author
Lien, Chih-Yuan ; Chen, Pei-Yin ; Chang, Li-Yuan ; Lin, Yi-Ming ; Chang, Po-Kai
Author_Institution
Dept. of Inf. Manage., Chia Nan Univ. of Pharmacy & Sci., Tainan, Taiwan
fYear
2010
fDate
May 30 2010-June 2 2010
Firstpage
1169
Lastpage
1172
Abstract
In this paper, we present an efficient chip for the removal of impulse noise in images. Our design uses a mask on each pixel in the image to determine whether it is likely being corrupted by random-valued impulse noise or not. After noise detection, we reconstruct the noisy pixel by considering the possible edges existed in the mask and applying a median filter on it. The memory requirement of the proposed method is quite small. The experimental results demonstrate that our method achieves excellent performance in quantitative evaluation and visual quality. An efficient VLSI architecture for this scheme is developed and it yields a processing rate of about 200 MHz by using TSMC 0.18 μm technology.
Keywords
VLSI; edge detection; image denoising; image reconstruction; impulse noise; median filters; random noise; TSMC technology; VLSI architecture; edge detection; impulse noise removal; median filter; noise detection; noisy pixel reconstruction; quantitative performance evaluation; random-valued impulse noise; size 0.18 mum; visual quality; Computer architecture; Detectors; Filtering; Filters; Gray-scale; Image edge detection; Image reconstruction; Noise reduction; Pixel; Very large scale integration;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on
Conference_Location
Paris
Print_ISBN
978-1-4244-5308-5
Electronic_ISBN
978-1-4244-5309-2
Type
conf
DOI
10.1109/ISCAS.2010.5537308
Filename
5537308
Link To Document