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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Bibliographic Details
Main Authors: Mengyuan Liu, Fanyang Meng, Yongsheng Liang
Format: Article
Language:English
Published: American Association for the Advancement of Science (AAAS) 2022-01-01
Series:Cyborg and Bionic Systems
Online Access:https://spj.science.org/doi/10.34133/cbsystems.0002

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