Authors
Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche
Publication date
2011
Conference
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011
Pages
98-106
Publisher
Springer Berlin/Heidelberg
Description
Background: In Diffusion Tensor Imaging (DTI), Riemannian framework based on Information Geometry theory has been proposed for processing tensors on estimation, interpolation, smoothing, regularization, segmentation, statistical test and so on. Recently Riemannian framework has been generalized to Orientation Distribution Function (ODF) and it is applicable to any Probability Density Function (PDF) under orthonormal basis representation. Spherical Polar Fourier Imaging (SPFI) was proposed for ODF and Ensemble Average Propagator (EAP) estimation from arbitrary sampled signals without any assumption.
Purpose: Tensors only can represent Gaussian EAP and ODF is the radial integration of EAP, while EAP has full information for diffusion process. To our knowledge, so far there is no work on how to process EAP data. In this paper, we present a Riemannian …
Total citations
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Scholar articles
J Cheng, A Ghosh, T Jiang, R Deriche - International Conference on Medical Image Computing …, 2011