DocumentCode
2871696
Title
An adaptive diffusion coefficient scheme for image denoising based on anisotropic diffusion
Author
Zhang, Hongmin ; Zhang, Yajuan
Author_Institution
Coll. of Optoelectron. Inf., Chongqing Univ. of Technol., Chongqing, China
Volume
9
fYear
2010
fDate
22-24 Oct. 2010
Abstract
For image denoising and edge keeping, an adaptive diffusion coefficient scheme based on the traditional P-M model is proposed in this paper. The edge detection operator which reflects the edge information is introduced to obtain the optimum gradient threshold, not as same as using the constant value K in the classical diffusion coefficient equation. Experimental results either from the ideal images or form the practical two-photon microscopic images have shown that the proposed approach for image denoising is better than the fixed value K in the diffusion coefficient function both at edge preserving and noise removing.
Keywords
edge detection; gradient methods; image denoising; PM model; adaptive diffusion coefficient; anisotropic diffusion; constant value K; edge detection operator; edge information; edge preservation; image denoising; noise removing; optimum gradient threshold; two photon microscopic images; Adaptation model; Anisotropic magnetoresistance; Image denoising; Image edge detection; Modeling; Noise; Noise reduction; adaptive; anisotropic diffusion; denoising; diffusion coefficient; edge detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location
Taiyuan
Print_ISBN
978-1-4244-7235-2
Electronic_ISBN
978-1-4244-7237-6
Type
conf
DOI
10.1109/ICCASM.2010.5623062
Filename
5623062
Link To Document