• Title of article

    Noise removal using fourth-order partial differential equation with applications to medical magnetic resonance images in space and time

  • Author/Authors

    Lysaker، نويسنده , , M.، نويسنده , , Lundervold، نويسنده , , A.، نويسنده , , Xue-Cheng Tai، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2003
  • Pages
    12
  • From page
    1579
  • To page
    1590
  • Abstract
    In this paper, we introduce a new method for image smoothing based on a fourth-order PDE model. The method is tested on a broad range of real medical magnetic resonance images, both in space and time, as well as on nonmedical synthesized test images. Our algorithm demonstrates good noise suppression without destruction of important anatomical or functional detail, even at poor signal-to-noise ratio.We have also compared our method with related PDE models.
  • Keywords
    Fourth-order partial differential equations , nonlinear filtering and enhancement , MRI , noise removal , Restoration.
  • Journal title
    IEEE TRANSACTIONS ON IMAGE PROCESSING
  • Serial Year
    2003
  • Journal title
    IEEE TRANSACTIONS ON IMAGE PROCESSING
  • Record number

    396918