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A MULTIVARIATE GAUSSIAN PROCESS FACTOR MODEL FOR HAND SHAPE DURING REACH-TO-GRASP MOVEMENTS

We propose a Multivariate Gaussian Process Factor Model to estimate low dimensional spatio-temporal patterns of finger motion in repeated reach-to-grasp movements. Our model decomposes and reduces the dimensionality of variation of the multivariate functional data. We first account for time variabil...

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Détails bibliographiques
Publié dans:Stat Sin
Auteurs principaux: Castellanos, Lucia, Vu, Vincent Q., Perel, Sagi, Schwartz, Andrew B., Kass, Robert E.
Format: Artigo
Langue:Inglês
Publié: 2015
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5510896/
https://ncbi.nlm.nih.gov/pubmed/28713207
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