设计和开发一种基于视觉的系统,以调查新闻对中午短睡的情感影响:一个实验案例研究
Ata Jahangir Moshayedi1, Nafiz Md Imtiaz Uddin1, Amir Sohail Khan1
1School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou 341000, China.
Sensors (Basel, Switzerland)
|October 28, 2023
概括
一个新的非接触式系统,睡眠视觉分析仪 (VSleep),有效地监测睡眠运动和身体角度. 这项技术对诊断睡眠障碍和了解新闻等外部因素如何影响睡眠质量具有前景.
科学领域:
- 生物医学工程 生物医学工程
- 睡眠科学 睡眠科学
- 人与计算机的交互
背景情况:
- 睡眠对健康至关重要,科学家越来越多地承认它在疾病中的作用.
- 准确的睡眠模式分析对于诊断睡眠障碍至关重要.
- 为了有效收集睡眠数据,需要使用非侵入性,非接触式的方法.
研究的目的:
- 为无接触式睡眠监测引入和评估睡眠视觉分析仪 (VSleep) 系统.
- 评估系统分析身体运动和睡眠模式的能力.
- 为了研究不同类型的新闻对睡眠行为的影响.
主要方法:
- 开发了一种新的无接触系统 (VSleep),使用摄像头数据分析睡眠运动.
- 实现了一个Python GUI来处理身体位置角度并生成Excel报告.
- 进行了一项案例研究,记录白天的午睡运动,并分析新闻的影响.
主要成果:
- VSleep成功检测并记录了身体的角度,提供了详细的睡眠模式见解.
- 根据消费的新闻类别,观察到明显的睡眠模式变化.
- 该系统证明了外部刺激对睡眠质量和行为的影响.
结论:
- VSleep系统提供了一种有效的,无附件的睡眠数据分析方法.
- VSleep对于诊断和研究睡眠障碍有很大的潜力.
- 该系统价格实惠,用户友好,便携,可适应移动应用程序.
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