DocumentCode :
1847963
Title :
A real-time image denoising chip
Author :
Chen, Pei Yin ; Lien, Chih Yuan ; Lin, Yi Ming
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Cheng Kung Univ., Tainan
fYear :
2008
fDate :
18-21 May 2008
Firstpage :
3390
Lastpage :
3393
Abstract :
In this paper, we present a real-time image denoising chip. For each pixel of the image under processing, our design uses a mask on it to determine whether it is likely being corrupted by impulse noise or not. After the noise detection, we reconstruct the noisy pixel by considering the possible edges existed in the mask. Particularly, our design removes the noise from corrupted images efficiently and requires no previous training. Extensive simulations demonstrate that the proposed method achieves excellent performance in quantitative evaluation and visual quality. Furthermore, the computational complexity of the proposed method is low and its memory requirement is small. An efficient VLSI architecture for this scheme is developed and it yields a processing rate of about 150 MHz by using TSMC 0.18mum technology.
Keywords :
VLSI; computational complexity; image denoising; integrated circuit design; real-time systems; TSMC technology; VLSI architecture; computational complexity; frequency 150 MHz; image processing; impulse noise; noise detection; noise removal; real-time image denoising chip; size 0.18 mum; Computer architecture; Detectors; Filtering; Filters; Image denoising; Image edge detection; Image reconstruction; Noise reduction; Pixel; Very large scale integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2008. ISCAS 2008. IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-1683-7
Electronic_ISBN :
978-1-4244-1684-4
Type :
conf
DOI :
10.1109/ISCAS.2008.4542186
Filename :
4542186
Link To Document :
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