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
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
Journal title :
IEEE TRANSACTIONS ON IMAGE PROCESSING