• DocumentCode
    2777024
  • Title

    A New Fourth-order Equation Model for Image Inpainting

  • Author

    Chen, Peiying ; Wang, Yuandi

  • Author_Institution
    Dept. of Math., Shanghai Univ., Shanghai, China
  • Volume
    5
  • fYear
    2009
  • fDate
    14-16 Aug. 2009
  • Firstpage
    320
  • Lastpage
    324
  • Abstract
    PDE-based (partial differential equations) image inpainting is an important research topic in the area of image restoration. Its objective is restore the lost information according to around image information in a way that looks natural for the eye. In this paper, guided by the an isotropic diffusion principle and the connectivity principle of human visual perception, we put forward a novel nonlinear PDE inpainting model. The procedure allows for the transporting and diffusing of image information simultaneously. That is, the approach here displayed permits the transportation of available information from the outside towards inside of the inpainting domain and the diffusion of the inside information in the inpainting domain at the same time. Both theoretical analysis and experiments have verified the validity of the method proposed in the paper.
  • Keywords
    image restoration; nonlinear differential equations; partial differential equations; visual perception; connectivity principle; fourth-order equation model; human visual perception; image inpainting; image restoration; isotropic diffusion principle; nonlinear partial differential equations inpainting model; Anisotropic magnetoresistance; Differential equations; Digital images; Fuzzy systems; Image reconstruction; Image restoration; Mathematical model; Mathematics; Navier-Stokes equations; Pixel; image inpainting; interpolation; partial difference equation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-0-7695-3735-1
  • Type

    conf

  • DOI
    10.1109/FSKD.2009.201
  • Filename
    5360606