D. Le-bihan, J. Mangin, C. Poupon, C. A. Clark, S. Pappata et al., Diffusion tensor imaging: Concepts and applications, Journal of Magnetic Resonance Imaging, vol.44, issue.4, pp.534-546, 2001.
DOI : 10.1002/jmri.1076

URL : https://hal.archives-ouvertes.fr/hal-00349820

J. Richard, V. J. Gilbert, and . Napadow, Three-dimensional muscular architecture of the human tongue determined in vivo with diffusion tensor magnetic resonance imaging, Dysphagia, vol.20, pp.1-7, 2005.

U. Sinha and L. Yao, In vivo diffusion tensor imaging of human calf muscle, Journal of Magnetic Resonance Imaging, vol.44, issue.1, pp.87-95, 2002.
DOI : 10.1002/jmri.10035

C. J. Galban, S. Maderwald, K. Uffmann, M. E. Armin-de-greiff, and . Ladd, Diffusive sensitivity to muscle architecture: a magnetic resonance diffusion tensor imaging study of the human calf, European Journal of Applied Physiology, vol.227, issue.3, pp.253-262, 2004.
DOI : 10.1007/s00421-004-1186-2

B. M. Damon, Z. Ding, A. W. Anderson, A. S. Freyer, and J. C. Gore, Validation of diffusion tensor MRI-based muscle fiber tracking, Magnetic Resonance in Medicine, vol.35, issue.1, pp.97-104, 2002.
DOI : 10.1002/mrm.10198

A. Brun, H. Knutsson, H. J. Park, M. E. Shenton, and C. Westin, Clustering fiber tracts using normalized cuts, MICCAI, 2004.

L. Odonnell and C. Westin, White Matter Tract Clustering and Correspondence in Populations, MICCAI, 2005.
DOI : 10.1007/11566465_18

A. Brun, H. Park, H. Knutsson, and C. Westin, Coloring of DT-MRI Fiber Traces Using Laplacian Eigenmaps, EUROCAST, 2003.
DOI : 10.1007/978-3-540-45210-2_47

A. Tsai, C. Westin, A. O. Hero, and A. S. Willsky, Fiber Tract Clustering on Manifolds With Dual Rooted-Graphs, 2007 IEEE Conference on Computer Vision and Pattern Recognition, 2007.
DOI : 10.1109/CVPR.2007.383096

M. Maddah, W. Grimson, S. Warfield, and W. Wells, A unified framework for clustering and quantitative analysis of white matter fiber tracts, Medical Image Analysis, vol.12, issue.2, pp.191-202, 2008.
DOI : 10.1016/j.media.2007.10.003

D. Wassermann and R. Deriche, Simultaneous manifold learning and clustering: Grouping white matter fiber tracts using a volumetric white matter atlas, MICCAI 2008 Workshop -Manifolds in Medical Imaging: Metrics, Learning and Beyond, 2008.
URL : https://hal.archives-ouvertes.fr/inria-00430186

O. Zvitia, A. Mayer, and H. Greenspan, Adaptive mean-shift registration of white matter tractographies, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008.
DOI : 10.1109/ISBI.2008.4541090

P. Savadjiev, J. S. Campbell, G. B. Pike, and K. Siddiqi, Streamline Flows for White Matter Fibre Pathway Segmentation in Diffusion MRI, MICCAI, 2008.
DOI : 10.1007/978-3-540-85988-8_17

M. Maddah, A. U. Mewes, S. Haker, W. L. Eric, S. K. Grimson et al., Automated Atlas-Based Clustering of White Matter Fiber Tracts from DTMRI, MICCAI, 2005.
DOI : 10.1007/11566465_24

L. Odonnell and C. Westin, Automatic Tractography Segmentation Using a High-Dimensional White Matter Atlas, IEEE Transactions on Medical Imaging, vol.26, issue.11, pp.1562-1575, 2007.
DOI : 10.1109/TMI.2007.906785

R. Neji, J. Deux, G. Fleury, M. Maatouk, G. Langs et al., A kernel-based approach to diffusion tensor and fiber clustering in the human skeletal muscle, 2008.
URL : https://hal.archives-ouvertes.fr/inria-00340613

D. Wassermann, M. Descoteaux, and R. Deriche, Diffusion Maps Clustering for Magnetic Resonance Q-Ball Imaging Segmentation, International Journal of Biomedical Imaging, vol.4191, issue.3, 2008.
DOI : 10.1109/TMI.2005.854516

URL : https://hal.archives-ouvertes.fr/inria-00429948

R. Deriche, D. Tschumperlé, C. Lenglet, and M. Rousson, Variational Approaches to the Estimation, Regularization and Segmentation of Diffusion Tensor Images, Mathematical Models of Computer Vision: The Handbook, 2005.
URL : https://hal.archives-ouvertes.fr/hal-00336537

X. Pennec, P. Fillard, and N. Ayache, A Riemannian Framework for Tensor Computing, International Journal of Computer Vision, vol.6, issue.2, pp.41-66, 2006.
DOI : 10.1007/s11263-005-3222-z

URL : https://hal.archives-ouvertes.fr/inria-00070743

T. Jebara, R. Kondor, and A. Howard, Probability product kernels, Journal of Machine Learning Research, vol.5, pp.819-844, 2004.

A. Barmpoutis, B. C. Vemuri, and J. R. Forder, Registration of high angular resolution diffusion MRI images using 4th order tensors, MICCAI, 2007.

R. Ronald, S. Coifman, and . Lafon, Diffusion maps, Appl. Comput. Harmon. Anal, vol.21, pp.5-30, 2006.

G. Langs and N. Paragios, Modeling the structure of multivariate manifolds: Shape maps, 2008 IEEE Conference on Computer Vision and Pattern Recognition, 2008.
DOI : 10.1109/CVPR.2008.4587479

URL : https://hal.archives-ouvertes.fr/hal-00918713

N. Komodakis, N. Paragios, and G. Tziritas, Clustering via LP-based stabilities, NIPS, 2008.

V. De, S. , and J. B. Tenenbaum, Global versus local methods in nonlinear dimensionality reduction, NIPS, 2002.

P. Fillard, N. Toussaint, and X. Pennec, Medinria: DT-MRI processing and visualization software, 2006.

A. Goh and R. Vidal, Segmenting Fiber Bundles in Diffusion Tensor Images, ECCV, 2008.
DOI : 10.1007/978-3-540-88690-7_18

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