Title :
An image denoising algorithm in the matrix form
Author :
Wang, Wei ; Shi, Yuying
Author_Institution :
Dept. of Math. & Phys., North China Electr. Power Univ., Beijing, China
Abstract :
In this paper, the Crank-Nicholson semi-implicit difference scheme is applied to discrete the Rudin-Osher-Fatemi model which was proposed by Rudin et al. in 1992. The semi-implicit discrete scheme avoids the shortcomings of instability and many iterative numbers that the explicit discrete scheme has. We propose an image denoising algorithm in the matrix form. The experimental results show that the new matrix semi-explicit scheme is efficient.
Keywords :
image denoising; matrix algebra; Crank-Nicholson semi-implicit difference scheme; Rudin-Osher-Fatemi model; explicit discrete scheme; image denoising algorithm; iterative numbers; matrix semi-explicit scheme; semi-implicit discrete scheme; Equations; Image denoising; Image restoration; Mathematical model; Noise reduction; Signal to noise ratio; denoising; matrix; the Crank-Nicholson difference scheme; the Rudin-Osher-Fatemi model;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6002073
