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.
1. Title of Book - p. i 2. Cover image - p. i 3. Title page - p. ii 4. Table of Contents - p. iii 5. Copyright - p. iii 6. List of contributors - p. xiii 7. Foreword - p. xv 8. Preface - p. xvii 9. Chapter 1. Human physiology and contactless vital signs monitoring using camera and wireless signals - p. 1 10. Part I: Camera-based vital signs monitoring - p. 24 11. Chapter 2. Physiological origin of camera-based PPG imaging - p. 27 12. Chapter 3. Model-based camera-PPG: Pulse-rate monitoring in fitness - p. 51 13. Chapter 4. Camera-based respiration monitoring: Motion and PPG-based measurement - p. 79 14. Chapter 5. Camera-based blood oxygen measurement - p. 99 15. Chapter 6. Camera-based blood pressure monitoring - p. 117 16. Chapter 7. Clinical applications for imaging photoplethysmography - p. 149 17. Chapter 8. Applications of camera-based physiological measurement beyond healthcare - p. 165 18. Part II: Wireless sensor-based vital signs monitoring - p. 177 19. Chapter 9. Radar-based vital signs monitoring - p. 181 20. Chapter 10. Received power-based vital signs monitoring - p. 205 21. Chapter 11. WiFi CSI-based vital signs monitoring - p. 231 22. Chapter 12. RFID-based vital signs monitoring - p. 257 23. Chapter 13. Acoustic-based vital signs monitoring - p. 281 24. Chapter 14. RF and camera-based vital signs monitoring applications - p. 303 25. Index - p. 327
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.
1. Title of Book - p. i 2. Cover image - p. i 3. Title page - p. ii 4. Table of Contents - p. iii 5. Copyright - p. iii 6. List of contributors - p. xiii 7. Foreword - p. xv 8. Preface - p. xvii 9. Chapter 1. Human physiology and contactless vital signs monitoring using camera and wireless signals - p. 1 10. Part I: Camera-based vital signs monitoring - p. 24 11. Chapter 2. Physiological origin of camera-based PPG imaging - p. 27 12. Chapter 3. Model-based camera-PPG: Pulse-rate monitoring in fitness - p. 51 13. Chapter 4. Camera-based respiration monitoring: Motion and PPG-based measurement - p. 79 14. Chapter 5. Camera-based blood oxygen measurement - p. 99 15. Chapter 6. Camera-based blood pressure monitoring - p. 117 16. Chapter 7. Clinical applications for imaging photoplethysmography - p. 149 17. Chapter 8. Applications of camera-based physiological measurement beyond healthcare - p. 165 18. Part II: Wireless sensor-based vital signs monitoring - p. 177 19. Chapter 9. Radar-based vital signs monitoring - p. 181 20. Chapter 10. Received power-based vital signs monitoring - p. 205 21. Chapter 11. WiFi CSI-based vital signs monitoring - p. 231 22. Chapter 12. RFID-based vital signs monitoring - p. 257 23. Chapter 13. Acoustic-based vital signs monitoring - p. 281 24. Chapter 14. RF and camera-based vital signs monitoring applications - p. 303 25. Index - p. 327
