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
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;
Journal_Title :
Image Processing, IET
DOI :
10.1049/iet-ipr.2012.0592