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Generalized Pose Decoupled Network for Unsupervised 3D Skeleton Sequence-Based Action Representation Learning

Human action representation is derived from the description of human shape and motion. The traditional unsupervised 3-dimensional (3D) human action representation learning method uses a recurrent neural network (RNN)-based autoencoder to reconstruct the input pose sequence and then takes the midleve...

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Detalles Bibliográficos
Autores principales: Liu, Mengyuan, Meng, Fanyang, Liang, Yongsheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AAAS 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10076048/
https://www.ncbi.nlm.nih.gov/pubmed/37040281
http://dx.doi.org/10.34133/cbsystems.0002