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