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

This is the dataset used in our paper, entitled "A vision-based hand hygiene monitoring approach using attention convolutional neural network" (Biomedical Signal Processing and Control). It contains seven categories of handwashing following the WHO guideline, including Step 1: Palm to palm, Step 2: Between fingers, Step 3: Back of hands, Step 4: Base of thumbs, Step 5: Back of fingers, Step 6: Fingernails, Step 7: Wrists
The paper is available at https://10.1016/j.bspc.2022.103651

本数据集为我团队发表于《生物医学信号处理与控制（Biomedical Signal Processing and Control）》的论文《基于注意力卷积神经网络的视觉式手部卫生监测方法》所使用的数据集。该数据集遵循世界卫生组织（World Health Organization，WHO）指南，涵盖七类标准洗手流程，具体为：步骤1：掌心对掌心揉搓；步骤2：指缝交叉揉搓；步骤3：手背揉搓；步骤4：拇指根部揉搓；步骤5：指背揉搓；步骤6：指甲缝清洁；步骤7：手腕揉搓。该论文可通过链接https://10.1016/j.bspc.2022.103651获取。