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  4. Contactless Respiration Monitoring in Real-Time via a Video Camera
 
conference paper

Contactless Respiration Monitoring in Real-Time via a Video Camera

Braun, F.
•
Lemkaddem, A.  
•
Moser, V.
Show more
January 1, 2018
Embec & Nbc 2017
Joint Conference of the European Medical and Biological Engineering Conference (EMBEC) / Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC)

Until today, vital signs monitoring in neonatal intensive care units (NICUs) is based on wired sensors, known to cause discomfort and false alarms. In view of overcoming such issues we investigate a contactless method for respiration monitoring by means of a simple video camera.

Unlike many other solutions proposed in the literature, our approach makes use of a motion estimation with low computational complexity which facilitates a real-time implementation. To do so, the input image is split into blocks, for each of which motion is estimated. Thereafter, these block motions are classified according to their likelihood to contain true respiratory activity, enabling an automatic region of interest detection. Aside from the respiratory rate (RR) our algorithm also computes a quality index, representing the confidence of the given RR. The proposed approach was tested and evaluated on 16 healthy adults, both during illuminated and dark conditions, using a color or near-infrared camera, respectively.

On more than 2 hours of recording, Bland-Altman analysis reveals an error of 0.2 +/- 2.3 bpm (breaths-per-minute) when compared to the reference measure, a thoracic strain gauge belt. Our analysis further indicates that independent of light or dark conditions the near-infrared camera alone is sufficient to achieve satisfying results.

These findings pave the way towards a simple, low-cost and con tactless RR monitoring. While currently only tested on healthy adults, future work includes the evaluation of this approach in clinical scenarios, such as NICUs in particular.

  • Details
  • Metrics
Type
conference paper
DOI
10.1007/978-981-10-5122-7_142
Web of Science ID

WOS:000449778900142

Author(s)
Braun, F.
Lemkaddem, A.  
Moser, V.
Dasen, S.
Grossenbacher, O.
Bertschi, M.  
Date Issued

2018-01-01

Publisher

SPRINGER-VERLAG SINGAPORE PTE LTD

Publisher place

Singapore

Published in
Embec & Nbc 2017
ISBN of the book

978-981-10-5122-7

978-981-10-5121-0

Series title/Series vol.

IFMBE Proceedings

Volume

65

Start page

567

End page

570

Subjects

Engineering, Biomedical

•

Engineering

•

respiration rate monitoring

•

contactless

•

video camera

•

real-time

•

unsupervised

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LTS5  
LBTC  
Event nameEvent placeEvent date
Joint Conference of the European Medical and Biological Engineering Conference (EMBEC) / Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC)

Tampere, FINLAND

Jun, 2017

Available on Infoscience
December 13, 2018
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/152202
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