Noise in Magnitude Magnetic Resonance Images
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Date
2008
Journal Title
Journal ISSN
Volume Title
Publisher
WILEY
Abstract
The aims of this article are to review the properties of noise in magnitude MR images to clarify the terminology used when referring to the noise and to discourage the use of the terms Rician noise and Rician noise bias. The distribution of measured MR pixel intensities in the presence of noise is known to be Rician, and the width of this distribution is directly related to the Gaussian noise on the measured real and imaginary signals. It is the pixel magnitude values that follow the Rician distribution, not the noise. The term Rician noise should be used cautiously or, better still, avoided completely since inherent to this terminology is behavior that is not normally associated with noise, such as dependence on signal strength. This terminology is misleading and can lead to conceptual and practical misunderstandings. It is better to relate the image noise to the Gaussian noise on the real and imaginary signals. (C) 2008 Wiley Periodicals. Inc. Concepts Magn Reson Part A 32A: 409-416, 2008.
Description
Keywords
Rician distribution, Rayleigh distribution, Gaussian distribution, noise, magnitude image formation, RICIAN DISTRIBUTION, OPTIC-NERVE, MRI DATA, SIGNAL, SNR