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- Title
RESEARCH ON WIDE SPECTRUM FULL-COLOR NIGHT VISION ELDERLY FACIAL VIDEO HEART RATE AUTOMATIC MEASUREMENT AND WARNING SYSTEM.
- Authors
XU, ZIYUAN; CAI, YANNA; WANG, XIAOZHON; ZHOU, SHAOJIN; LIU, XIHUA; HUA, KEWEI; WANG, KEQIONG; JIANG, YU
- Abstract
In recent years, the prevalence of cardiovascular diseases has been growing geometrically, especially among the elderly. Real-time heart rate monitoring becomes an effective measure for preventing cardiovascular diseases. Traditional contact-based real-time heart rate measurement methods require long-term wearing of contact electrodes, which can cause inconvenience to the elderly population. In this study, a wide spectrum full color night vision elderly face video heart rate automatic measurement and early warning system was designed and developed by combining imaging photoplethysmography (IPPG), video acquisition equipment based on starlight wide spectrum camera and high-speed face recognition signal processing algorithm based on deep learning. By constructing a software and hardware platform, a comprehensive evaluation of the system's application in elderly facial video heart rate measurement experiments was conducted.
- Subjects
HEART beat measurement; DEEP learning; NIGHT vision; HEART rate monitors; OLDER people; HEART rate monitoring
- Publication
Journal of Mechanics in Medicine & Biology, 2023, Vol 23, Issue 8, p1
- ISSN
0219-5194
- Publication type
Article
- DOI
10.1142/S0219519423400717