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 :
بازگشت