基于非接触式传感器和互联网技术应用的连续精神压力监测器框架设计开发与评估

Manhai Li Manhai Li, Xunyi Zheng Manhai Li
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引用次数: 0

摘要

由于 COVID-19 大流行的影响,如何快速、及时地检测员工的心理脆弱程度,预测潜在的风险行为,成为组织或企业关注的焦点。在日常健康监测应用方面,利用普通摄像头非接触式捕捉人脸下方浅层血液变化,通过算法识别血氧、血压、呼吸、心率等人体生理体征。随着互联网技术的突飞猛进,它不仅可以辅助生理体征和心理症状的相应模型随时绘制出人们心理状态的变化规律和健康评分,还可以利用合适的互联网技术实现预警和干预。本研究的实验结果表明,对人的心理逻辑脆弱性水平进行非接触式的持续检测在理论上是可行的,可以为心理健康评估提供实用有效的参考。因此,本研究采用的流行病心理预防方案既具有快速检测、实时预测的便利性,又具有应用互联网技术进行长时间大数据跟踪与回溯的科学性,是对传统心理检测与预防的一种补充。
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Development and Evaluation on The Framework Design of A Continuous Mental Stress Monitor Based on Contactless Sensors and Internet Technology Applications
Due to the impact of COVID-19 pandemic, there are quite a few concerns on organizations or companies with the capability in quickly and timely detecting psychological vulnerability level of employees and predicting potential risk behaviors. Regarding the application of daily health monitoring, ordinary camera is used to non-contact capture the shallow blood changes under the face, using algorithm to identify the physiological signs of human body, such as blood oxygen, blood pressure, respiration, and heart rate. With the rapid advancement of Internet technology, it not only assists the corresponding model of physiological signs and psychological symptoms on mapping the change regularities and health score of people’s psychological state at any time, but also utilizes suitable Internet technologies to realize and provide early warning and intervention too. The experimental results of this study show that the constant non-contact detection of human psycho-logical vulnerability level is theoretically feasible and that it can provide practical and effective reference for psychological health assessment. As a result, the scheme of epidemic psychological prevention adopted in this research has the convenience of rapid detection and real-time prediction as well as the scientific of long-time big data tracking and backtracking through the application of Internet technologies, which is a supplement to the traditional psychological detection and prevention.  
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