• 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