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Contact-Free Respiration Rate Monitoring Using a Pan–Tilt Thermal Camera for Stationary Bike Telerehabilitation Sessions
- Source :
- IEEE Systems Journal. 10:1046-1055
- Publication Year :
- 2016
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2016.
-
Abstract
- One typical remote consultation envisioned for in-home telerehabilitation involves having the patient exercise on a stationary bike. Making sure that the patient is breathing well while pedaling is of primary concern for the remote clinician. One key requirement for in-home telerehabilitation is to make the system as simple as possible for the patients, avoiding, for instance, to have them wear sensors and devices. This paper presents a contact-free respiration rate monitoring system measuring temperature variations between inspired and expired air in the mouth–nose region using thermal imaging. The thermal camera is installed on a pan–tilt unit and coupled to a tracking algorithm, allowing the system to keep track of the mouth–nose region as the patient exercises. Results demonstrate that the system works in real time even when the patient moves or rotates its head while exercising. Recommendations are also made to minimize limitations of the system, such as the presence of people in the background or when the patient is talking, for its eventual use in in-home telerehabilitation sessions.
- Subjects :
- Engineering
Computer Networks and Communications
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
02 engineering and technology
01 natural sciences
Expired air
Stationary bike
Telerehabilitation
0202 electrical engineering, electronic engineering, information engineering
book.short_story
Electrical and Electronic Engineering
book
Simulation
Contact free
Remote Consultation
business.industry
Track (disk drive)
010401 analytical chemistry
0104 chemical sciences
Computer Science Applications
Control and Systems Engineering
Breathing
020201 artificial intelligence & image processing
business
Tilt (camera)
Information Systems
Subjects
Details
- ISSN :
- 23737816 and 19328184
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- IEEE Systems Journal
- Accession number :
- edsair.doi...........e1d15356a916d726943b3727ecf169ae
- Full Text :
- https://doi.org/10.1109/jsyst.2014.2336372