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

本数据集应用于我们发表于《生物医学信号处理与控制》（Biomedical Signal Processing and Control）期刊的论文《基于注意力卷积神经网络（attention convolutional neural network）的视觉式手部卫生监测方法》。该数据集包含符合世界卫生组织（World Health Organization）指南的7类洗手动作，具体为：步骤1：掌心相对揉搓，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。

搜集汇总

背景与挑战

背景概述

该数据集是一个用于手部卫生监测的视频数据集，包含七个遵循WHO指南的洗手动作类别，专为基于注意力卷积神经网络的深度学习动作识别研究设计。数据集发布于2022年，大小为888 MB，采用CC BY 4.0开源许可证，支持计算机视觉和公共卫生领域的相关应用。