• DocumentCode
    3589627
  • Title

    An edge-preserving fourth order PDE method for image denoising

  • Author

    Lu, Bibo ; Liu, Qiang

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Henan Polytech. Univ., Jiaozuo, China
  • Volume
    3
  • fYear
    2010
  • Firstpage
    153
  • Lastpage
    157
  • Abstract
    This paper presents an edge-preserving fourth order partial differential equation (PDE) method for image denoising. This method can preserve edges and avoid the staircase effect. The proposed fourth order model contains a function of gradient norm as an edge detector, which controls the diffusion speed according to the local structure of the image and preserves more details. Denoising results are given and we also compare our method with some related PDE models.
  • Keywords
    edge detection; image denoising; partial differential equations; diffusion speed; edge preserving fourth order PDE method; gradient norm; image denoising; partial differential equation; staircase effect; Anisotropic magnetoresistance; Computer science; Digital images; Filters; Image denoising; Image edge detection; Noise reduction; Nonlinear equations; Partial differential equations; TV; diffusion filter; edge-preserving; fourth order; staircase effect;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computer Control (ICACC), 2010 2nd International Conference on
  • Print_ISBN
    978-1-4244-5845-5
  • Type

    conf

  • DOI
    10.1109/ICACC.2010.5486758
  • Filename
    5486758