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Unsupervised and Generic Short-Term Anticipation of Human Body Motions

Various neural network based methods are capable of anticipating human body motions from data for a short period of time. What these methods lack are the interpretability and explainability of the network and its results. We propose to use Dynamic Mode Decomposition with delays to represent and anti...

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Detalles Bibliográficos
Autores principales: Enes, Kristina, Errami, Hassan, Wolter, Moritz, Krake, Tim, Eberhardt, Bernhard, Weber, Andreas, Zimmermann, Jörg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7070907/
https://www.ncbi.nlm.nih.gov/pubmed/32059396
http://dx.doi.org/10.3390/s20040976