Adaptive anisotropic noise filtering for magnitude MR data

Citation
J. Sijbers et al., Adaptive anisotropic noise filtering for magnitude MR data, MAGN RES IM, 17(10), 1999, pp. 1533-1539
Citations number
15
Categorie Soggetti
Radiology ,Nuclear Medicine & Imaging
Journal title
MAGNETIC RESONANCE IMAGING
ISSN journal
0730725X → ACNP
Volume
17
Issue
10
Year of publication
1999
Pages
1533 - 1539
Database
ISI
SICI code
0730-725X(199912)17:10<1533:AANFFM>2.0.ZU;2-A
Abstract
Conventional noise filtering schemes applied to magnitude magnetic resonanc e (MR) images tacitly assume Gauss distributed noise. Magnitude MR data, ho wever, are Rice distributed. Not incorporating this knowledge leads inevita bly to biased results, in particular when applying such filters in regions with low signal-to-noise ratio, In this work, we show how the Rice data pro bability distribution can be incorporated so as to construct a noise filter that is far less biased. (C) 1999 Elsevier Science Inc.