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Multivariate General Linear Models (MGLM) on Riemannian Manifolds with Applications to Statistical Analysis of Diffusion Weighted Images

Linear regression is a parametric model which is ubiquitous in scientific analysis. The classical setup where the observations and responses, i.e., (x(i), y(i)) pairs, are Euclidean is well studied. The setting where y(i) is manifold valued is a topic of much interest, motivated by applications in s...

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Detalhes bibliográficos
Publicado no:Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit
Main Authors: Kim, Hyunwoo J., Adluru, Nagesh, Collins, Maxwell D., Chung, Moo K., Bendlin, Barbara B., Johnson, Sterling C., Davidson, Richard J., Singh, Vikas
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4288036/
https://ncbi.nlm.nih.gov/pubmed/25580070
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/CVPR.2014.352
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