Title :
Comparison of interpolation methods for angular resampling of diffusion weighted images
Author :
Renard, F. ; Noblet, V. ; Grigis, A. ; Heinrich, C. ; Kremer, S.
Author_Institution :
LSIIT, Univ. de Strasbourg, Illkirch, France
Abstract :
Diffusion Magnetic Resonance Imaging (DMRI) is an emerging technique permitting to visualize the neuronal architecture of brain white matter by measuring the diffusion of water molecules in tissues. A DMRI acquisition is composed of a collection of diffusion weighted images (DWIs) that characterize the diffusion property in several noncolinear directions. Resampling such acquisitions to obtain measures of diffusion in other directions is a problem that may arise when registering or comparing DWIs. In this paper, we present a comparison of several spherical interpolation schemes for DWIs. Numerical experiments are achieved on both synthetic and real data.
Keywords :
biomedical MRI; image sampling; interpolation; medical image processing; sampling methods; DMRI acquisition; angular resampling; brain white matter architecture; diffusion magnetic resonance imaging; diffusion weighted images; interpolation methods; neuronal architecture; noncolinear directions; water molecules diffusion; Interpolation; DWI; Diffusion Weighted Imaging; spherical interpolation;
Conference_Titel :
Image Processing Theory Tools and Applications (IPTA), 2010 2nd International Conference on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-7247-5
DOI :
10.1109/IPTA.2010.5586799