An iPPG-Based Device for Pervasive Monitoring of Multi-Dimensional Cardiovascular Hemodynamics

被引:7
作者
Luo, Jingjing [1 ,2 ]
Zhen, Junjie [3 ]
Zhou, Peng [2 ,3 ]
Chen, Wei [4 ,5 ]
Guo, Yuzhu [6 ]
机构
[1] Fudan Univ, Acad Engn & Technol, Inst AI & Robot, Shanghai 200433, Peoples R China
[2] Jihua Lab, Foshan 528000, Guangdong, Peoples R China
[3] Tianjin Univ, Sch Precis Instruments & Optoelect Engn, Tianjin 300072, Peoples R China
[4] Fudan Univ, Sch Informat Sci & Technol, Ctr Intelligent Med Elect, Shanghai 200433, Peoples R China
[5] Fudan Univ, Human Phenome Inst, Shanghai 200433, Peoples R China
[6] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
基金
北京市自然科学基金;
关键词
photoplethysmography imaging; systematic design; cardiovascular activities; facial regional analysis; pervasive healthcare;
D O I
10.3390/s21030872
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Hemodynamic activities, as an essential measure of physiological and psychological characteristics, can be used for cardiovascular and cerebrovascular disease detection. Photoplethysmography imaging (iPPG) can be applied for such purposes with non-contact advances, however, most cardiovascular hemodynamics of iPPG systems are developed for laboratory research, which limits the application in pervasive healthcare. In this study, a video-based facial iPPG detecting equipment was devised to provide multi-dimensional spatiotemporal hemodynamic pulsations for applications with high portability and self-monitoring requirements. A series of algorithms have also been developed for physiological indices such as heart rate and breath rate extraction, facial region analysis, and visualization of hemodynamic pulsation distribution. Results showed that the new device can provide a reliable measurement of a rich range of cardiovascular hemodynamics. Combined with the advanced computing techniques, the new non-contact iPPG system provides a promising solution for user-friendly pervasive healthcare.
引用
收藏
页码:1 / 14
页数:14
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