Contactless Vital Signs Monitoring
Editat de Wenjin Wang, Xuyu Wangen Limba Engleză Paperback – 23 sep 2021
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.
- Includes various contactless vital signs monitoring techniques, such as optical-based, radar-based, WiFi-based, RFID-based, and acoustic-based methods.
- Presents a thorough introduction to the measurement principles, methodologies, healthcare applications, hardware set-ups, and systems for contactless measurement of vital signs using camera or RF sensors.
- Presents the opportunities for the fusion of camera and RF sensors for contactless vital signs monitoring and healthcare.
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Specificații
ISBN-13: 9780128222812
ISBN-10: 0128222816
Pagini: 362
Ilustrații: Approx. 120 illustrations
Dimensiuni: 152 x 229 x 22 mm
Greutate: 0.49 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0128222816
Pagini: 362
Ilustrații: Approx. 120 illustrations
Dimensiuni: 152 x 229 x 22 mm
Greutate: 0.49 kg
Editura: ELSEVIER SCIENCE
Public țintă
Researchers, scientists, engineers, technicians in the healthcare industry, especially those working on health monitoring technologies or AI healthcare solutions. Professors, Post-Doc, PhD, MSc students and researchers in academia, working on healthcare-related research topics/projects and neighboring fields, such as computer vision, image/signal processing, biomedical engineering, wireless sensing, and the likes.Cuprins
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
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
Recenzii
"The text will likely be useful to electrical and BME students interested in the field and to graduate students interested in the development of patient monitoring systems." --Paul King