A vision-based hand hygiene monitoring approach using self-attention convolutional neural network

Biomedical Signal Processing and Control（2022）

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摘要

•We build a new benchmark handwashing action dataset.•We apply self-attention convolutional neural network for handwashing recognition.•The proposed approach is able to achieve more accurate recognition results.

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关键词

Hand hygiene monitoring,Handwashing recognition,Convolutional neural network,Self-attention mechanism,Feature aggregation

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