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» K-SVD for HARDI denoising
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ISBI
2011
IEEE
12 years 8 months ago
K-SVD for HARDI denoising
Noise is an important concern in high-angular resolution diffusion imaging studies because it can lead to errors in downstream analyses of white matter structure. To address this ...
Vishal Patel, Yonggang Shi, Paul M. Thompson, Arth...
IPMI
2009
Springer
13 years 11 months ago
HARDI Denoising: Variational Regularization of the Spherical Apparent Diffusion Coefficient sADC
Yunho Kim, Paul M. Thompson, Arthur W. Toga, Lumin...
MICCAI
2008
Springer
14 years 6 months ago
Impact of Rician Adapted Non-Local Means Filtering on HARDI
In this paper we study the impact of denoising the raw high angular resolution diffusion imaging (HARDI) data with the Non-Local Means filter adapted to Rician noise (NLMr). We fir...
Christian Barillot, Maxime Descoteaux, Nicolas Wie...
MICCAI
2008
Springer
14 years 6 months ago
Rician Noise Removal by Non-Local Means Filtering for Low Signal-to-Noise Ratio MRI: Applications to DT-MRI
Diffusion-Weighted MRI (DW-MRI) is subject to random noise yielding measures that are different from their real values, and thus biasing the subsequently estimated tensors. The Non...
Nicolas Wiest-Daesslé, Sylvain Prima, Pierr...