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MCNet: A unified multi-center graph convolutional network based on skeletal behavior recognition

The enhanced stability and computational efficiency of skeletal data render it a highly sought-after option for video action recognition. Although some progress has been made in existing research on skeleton behavior recognition based on graph convolutional networks (GCN), the fixation of the graph...

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Uloženo v:
Hlavní autoři: Haiping Zhang, Xinhao Zhang, Dongjing Wang, Fuxing Zhou, Junfeng Yan
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2025-05-01
Edice:Alexandria Engineering Journal
Témata:
Action recognition
Graph convolutional network
Multi-center
Multi-modal
Attention mechanism
Adjacency matrix
On-line přístup:http://www.sciencedirect.com/science/article/pii/S1110016825001462
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