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Shallow Graph Convolutional Network for Skeleton-Based Action Recognition

Graph convolutional networks (GCNs) have brought considerable improvement to the skeleton-based action recognition task. Existing GCN-based methods usually use the fixed spatial graph size among all the layers. It severely affects the model’s abilities to exploit the global and semantic discriminati...

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Detalles Bibliográficos
Autores principales: Yang, Wenjie, Zhang, Jianlin, Cai, Jingju, Xu, Zhiyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7827280/
https://www.ncbi.nlm.nih.gov/pubmed/33440785
http://dx.doi.org/10.3390/s21020452