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
Link To Document