A Discriminative Dual-Stream Model With a Novel Sustained Attention Mechanism for Skeleton-Based Human Action Recognition

A Discriminative Dual-Stream Model With a Novel Sustained Attention Mechanism for Skeleton-Based Human Action Recognition

The development of RGB-D sensors that have been widely applied in human motion collection is driving research in skeleton-based human action recognition. In recent works, most models based on the attention mechanism are proposed to assign the same weights to all body joints for spatiotemporal featur...

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Bibliographic Details
Main Authors: Zhihong Liang, Xiaoshan Shi, Yanxin Zhang, Bo Liu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Skeleton representation
attention mechanism
LSTM
CNN
human action recognition
Online Access:https://ieeexplore.ieee.org/document/9248046/

Internet

https://ieeexplore.ieee.org/document/9248046/

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