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Full Description
Vital signs, such as heart rate and respiration rate, are useful to health monitoring because they can provide important physiological insights for medical diagnosis and well-being management. Most traditional methods for measuring vital signs require a person to wear biomedical devices, such as a capnometer, a pulse oximeter, or an electrocardiogram sensor. These contact-based technologies are inconvenient, cumbersome, and uncomfortable to use. There is a compelling need for technologies that enable contact-free, easily deployable, and long-term monitoring of vital signs for healthcare.
Contactless Vital Signs Monitoring presents a systematic and in-depth review on the principles, methodologies, and opportunities of using different wavelengths of an electromagnetic spectrum to measure vital signs from the human face and body contactlessly. The volume brings together pioneering researchers active in the field to report the latest progress made, in an intensive and structured way. It also presents various healthcare applications using camera and radio frequency-based monitoring, from clinical care to home care, to sport training and automotive, such as patient/neonatal monitoring in intensive care units, general wards, emergency department triage, MR/CT cardiac and respiratory gating, sleep centers, baby/elderly care, fitness cardio training, driver monitoring in automotive settings, and more.
This book will be an important educational source for biomedical researchers, AI healthcare researchers, computer vision researchers, wireless-sensing researchers, doctors/clinicians, physicians/psychologists, and medical equipment manufacturers.
Contents
1. Human physiology and contactless vital signs monitoring using camera and wireless signals
Xuyu Wang and Dangdang Shao
Part I: Camera-based vital signs monitoring
2. Physiological origin of camera-based PPG imaging
Alexei A. Kamshilin and Oleg V. Mamontov
3. Model-based camera-PPG: pulse rate monitoring in fitness
Albertus C. den Brinker and Wenjin Wang
4. Camera-based respiration monitoring: motion and PPG-based measurement
Wenjin Wang and Albertus C. den Brinker
5. Camera-based blood oxygen measurement
Izumi Nishidate
6. Camera-based blood pressure monitoring
Keerthana Natarajan, Mohammad Yavarimanesh, Wenjin Wang, and Ramakrishna Mukkamala
7. Clinical applications for imaging photoplethysmography
Sebastian Zaunseder and Stefan Rasche
8. Applications of camera-based physiological measurement beyond healthcare
Daniel McDuff
Part II: Wireless sensor-based vital signs monitoring
9. Radar-based vital signs monitoring
Jingtao Liu, Yuchen Li, and Changzhan Gu
10. Received power-based vital signs monitoring
Jie Wang, Alemayehu Solomon Abrar, and Neal Patwari
11. WiFi CSI-based vital signs monitoring
Daqing Zhang, Youwei Zeng, Fusang Zhang, and Jie Xiong
12. RFID-based vital signs monitoring
Yuanqing Zheng and Yanwen Wang
13. Acoustic-based vital signs monitoring
Xuyu Wang and Shiwen Mao
14. RF and camera-based vital signs monitoring applications
Li Zhang, Changhong Fu, Changzhi Li, and Hong Hong
