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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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Publié dans: | Stat Sin |
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Auteurs principaux: | , , , , |
Format: | Artigo |
Langue: | Inglês |
Publié: |
2015
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Sujets: | |
Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5510896/ https://ncbi.nlm.nih.gov/pubmed/28713207 |
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