Title :
The Application of Multi-grid Method to Smooth Noising Image
Author :
Xu Rongcong ; Chen Fei
Author_Institution :
Coll. of Math. & Comput. Sci., Fuzhou Univ., Fuzhou
Abstract :
The PDE-based image restoration has drawn much attention in the recent years. In this paper, we first propose two novel improved models based on the Perona-Malik anisotropic diffusion model and the fourth-order PDE model. Then, we use multi-grid numerical solutions to solve our PDE models. Numerical experiments show that our improved algorithms are efficient and fast convergent.
Keywords :
image restoration; partial differential equations; smoothing methods; image restoration; multigrid method; noisy image smoothing; partial differential equations; Anisotropic magnetoresistance; Application software; Computer science; Educational institutions; Equations; Image converters; Image restoration; Mathematics; Noise reduction; Smoothing methods; PDE; anisotropic diffusion; image restoration; multi-grid;
Conference_Titel :
Computer Graphics, Imaging and Visualisation, 2007. CGIV '07
Conference_Location :
Bangkok
Print_ISBN :
0-7695-2928-3
DOI :
10.1109/CGIV.2007.80
