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
fDate :
May 30 2010-June 2 2010
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;
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
DOI :
10.1109/ISCAS.2010.5537308