DocumentCode :
2952780
Title :
Image Restoration Method Based on the Combination of Heat Conduction Equation and Anisotropic Coupled Diffusion Equations
Author :
Zhang, Fang ; Xiao, ZhiTao ; Ni, Kai ; Xi, Haiyan
Author_Institution :
Sch. of Inf. & Commun. Eng., Tianjin Polytech. Univ., Tianjin, China
fYear :
2011
fDate :
30-31 July 2011
Firstpage :
1
Lastpage :
4
Abstract :
An important advantage of the partial differential equation image processing method is that it can perform two or more tasks simultaneously. The combination of heat conduction equation and anisotropic coupled diffusion equations is used for image restoration. In the damaged domain, isotropic diffusion is adopted for image inpainting. While in the other region, anisotropic coupled diffusion equations are performed for image denoising, which can control the diffusion direction and diffusion speed to avoid edge blurring. The results show that the proposed combination model of diffusion equations has good capabilities of inpainting, noise reduction and details protection.
Keywords :
heat conduction; image denoising; image restoration; partial differential equations; anisotropic coupled diffusion equations; diffusion direction; diffusion speed; edge blurring avoidance; heat conduction equation; image denoising; image inpainting; image restoration; isotropic diffusion; partial differential equation image processing method; Equations; Heating; Image denoising; Image edge detection; Image restoration; Mathematical model; Noise reduction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Automation and Systems Engineering (CASE), 2011 International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4577-0859-6
Type :
conf
DOI :
10.1109/ICCASE.2011.5997599
Filename :
5997599
Link To Document :
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