DocumentCode
3589627
Title
An edge-preserving fourth order PDE method for image denoising
Author
Lu, Bibo ; Liu, Qiang
Author_Institution
Sch. of Comput. Sci. & Technol., Henan Polytech. Univ., Jiaozuo, China
Volume
3
fYear
2010
Firstpage
153
Lastpage
157
Abstract
This paper presents an edge-preserving fourth order partial differential equation (PDE) method for image denoising. This method can preserve edges and avoid the staircase effect. The proposed fourth order model contains a function of gradient norm as an edge detector, which controls the diffusion speed according to the local structure of the image and preserves more details. Denoising results are given and we also compare our method with some related PDE models.
Keywords
edge detection; image denoising; partial differential equations; diffusion speed; edge preserving fourth order PDE method; gradient norm; image denoising; partial differential equation; staircase effect; Anisotropic magnetoresistance; Computer science; Digital images; Filters; Image denoising; Image edge detection; Noise reduction; Nonlinear equations; Partial differential equations; TV; diffusion filter; edge-preserving; fourth order; staircase effect;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computer Control (ICACC), 2010 2nd International Conference on
Print_ISBN
978-1-4244-5845-5
Type
conf
DOI
10.1109/ICACC.2010.5486758
Filename
5486758
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