DocumentCode :
2542396
Title :
A robust fourth order partial differential equation for image restoration
Author :
Zhao, Xinyong ; Zeng, Weili ; Lu, Xiaobo
Author_Institution :
Sch. of Transp. Sci. & Eng., Harbin Inst. of Technol., Harbin, China
fYear :
2012
fDate :
29-31 May 2012
Firstpage :
1682
Lastpage :
1685
Abstract :
A hybrid fourth order partial differential equation (PDE) of nonlinear diffusion and bilateral filtering based image restoration is presented in this paper. The proposed model combines nonlinear diffusion fourth order PDEs with bilateral filtering and inherits their advantages, which not only preserves edge and robust to noise but also avoids the staircase effects. Experiment results show the effectiveness of the proposed model and demonstrate its superiority to the existing models.
Keywords :
filtering theory; image restoration; partial differential equations; bilateral filtering based image restoration; nonlinear diffusion; robust fourth order partial differential equation; staircase effects; Educational institutions; Equations; Filtering; Image edge detection; Image restoration; Mathematical model; Noise; Fourth order partial differential equation (PDE); bilateral filtering; image restoration; nonlinear diffusion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
Type :
conf
DOI :
10.1109/FSKD.2012.6233794
Filename :
6233794
Link To Document :
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