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Contactless blood pressure sensing using facial visible and thermal images

机译:使用面部可见和热图像进行非接触式血压感应

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Hypertension is one of the leading risk factors for several diseases. Measurement and monitoring of blood pressure anytime and anywhere are important to lower blood pressure and prevent pathogenesis of diseases. Non-contact blood pressure measurement is desired to monitor blood pressure anytime and anywhere. The aim of this study was to develop a non-contact blood pressure sensing system. A previous study reported that amplitude and time differences of facial photoplethysmogram (PPG) components extracted using brightness variation of facial skin color in facial visible images could be useful indices for estimating blood pressure. The maximum error between measured and estimated blood pressure using facial PPG components was 12 mmHg. An additional signal processing algorithm is desired to increase the accuracy for estimating blood pressure using facial PPG components. By contrast, facial skin temperature also reflects changes in the facial blood circulation. High-accuracy estimation of blood pressure could be expected using both facial PPG components and facial skin temperature. In this study, improvement of accuracy for estimating blood pressure using facial PPG components by attempting to apply additional signal processing to facial skin color variation. Furthermore, a correlation analysis between facial skin temperature and measured blood pressure was performed, and individual models for blood pressure estimation were created.
机译:高血压是几种疾病的主要危险因素之一。随时随地进行血压测量和监测对于降低血压和预防疾病的发病机理很重要。需要非接触式血压测量以随时随地监测血压。这项研究的目的是开发一种非接触式血压传感系统。先前的一项研究报道,利用面部可见图像中面部皮肤颜色的亮度变化提取的面部光电容积描记图(PPG)分量的幅度和时间差异可能是估计血压的有用指标。使用面部PPG组件测得的血压与估计的血压之间的最大误差为12 mmHg。需要一种附加的信号处理算法来提高使用面部PPG组件估算血压的准确性。相反,面部皮肤温度也反映了面部血液循环的变化。可以使用面部PPG成分和面部皮肤温度来对血压进行高精度估计。在这项研究中,通过尝试将其他信号处理应用于面部皮肤颜色变化,提高了使用面部PPG组件估算血压的准确性。此外,进行了面部皮肤温度与测得的血压之间的相关分析,并创建了用于血压估计的各个模型。

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