DocumentCode
1766535
Title
Two anisotropic fourth-order partial differential equations for image inpainting
Author
Peng Li ; Shuai-Jie Li ; Zheng-An Yao ; Zu-Jin Zhang
Author_Institution
Sch. of Mathmatics & Comput. Sci., Sun Yat-Sen Univ., Guangzhou, China
Volume
7
Issue
3
fYear
2013
fDate
41365
Firstpage
260
Lastpage
269
Abstract
In this study, the authors propose two fourth-order partial differential equations (PDEs) to inpaint the image. By analysing those anisotropic fourth-order PDEs and comparing their diffusion images, the authors confirm they are forward diffusion or backward diffusion. A numerical algorithm is presented using a finite-difference method and analyse the stability of discretisation. Finally, they show various experimental results and conclude that the proposed new models are better than the second-order and third-order PDEs, especially for weakening the blocky effects.
Keywords
finite difference methods; image texture; numerical stability; partial differential equations; anisotropic fourth-order PDE; anisotropic fourth-order partial differential equations; backward diffusion; blocky effects; diffusion images; discretisation; finite-difference method; forward diffusion; image inpainting; numerical algorithm; second-order PDE; stability; third-order PDE;
fLanguage
English
Journal_Title
Image Processing, IET
Publisher
iet
ISSN
1751-9659
Type
jour
DOI
10.1049/iet-ipr.2012.0592
Filename
6530975
Link To Document