Remote heart rate measurement using low-cost RGB face video: a technical literature review

被引:123
作者
Rouast, Philipp V. [1 ]
Adam, Marc T. P. [2 ]
Chiong, Raymond [2 ]
Cornforth, David [2 ]
Lux, Ewa [1 ]
机构
[1] Karlsruhe Inst Technol, Inst Informat Syst & Mkt, D-76133 Karlsruhe, Germany
[2] Univ Newcastle, Sch Elect Engn & Comp, Callaghan, NSW 2308, Australia
关键词
affective computing; heart rate measurement; remote; non-contact; camera-based; photoplethysmography; NONCONTACT; PULSE; BLOOD;
D O I
10.1007/s11704-016-6243-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Remote photoplethysmography (rPPG) allows remote measurement of the heart rate using low-cost RGB imaging equipment. In this study, we review the development of the field of rPPG since its emergence in 2008. We also classify existing rPPG approaches and derive a framework that provides an overview of modular steps. Based on this framework, practitioners can use our classification to design algorithms for an rPPG approach that suits their specific needs. Researchers can use the reviewed and classified algorithms as a starting point to improve particular features of an rPPG algorithm.
引用
收藏
页码:858 / 872
页数:15
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