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
Link To Document :
بازگشت