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