Skip to main content
Top
Published in: Artificial Life and Robotics 1/2022

01-10-2021 | Original Article

Comparison of noncontact camera-based methods for measuring pulse-rate of awake infants

Authors: Keiko Ogawa-Ochiai, Takuma Kiyokawa, Kaoru Kiyomitsu, Roman Bednarik, Yusuke Mitani, Norimichi Tsumura

Published in: Artificial Life and Robotics | Issue 1/2022

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Noncontact camera-based methods for measuring the pulse rate have been introduced in recent years. However, in previous studies, pulse-rate measurement experiments have been conducted only for adults and/or sleeping infants, and not for infants, who are awake. In this study, we compare the principal noncontact camera-based methods for pulse-rate measurement and identify a suitable method for infants, who are awake. We measure the pulse rate of five adults and three infants, and obtain the success rate of setting the measurement region and the root mean square error (RMSE) of the estimated pulse rate using several existing methods. Based on the obtained results, the color-based method and independent component analysis are determined as the most suitable for setting the measurement region and for signal processing, respectively, for infants, who are awake.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
3.
go back to reference The Joint Commission (2013) Issue 50: medical device alarm safety in hospitals The Joint Commission. “Sentinel Event Alert” The Joint Commission (2013) Issue 50: medical device alarm safety in hospitals The Joint Commission. “Sentinel Event Alert”
6.
go back to reference Kurita K et al (2015) Non-contact video based estimation for heart rate variability spectrogram using ambient light by extracting hemoglobin information. In: Color and imaging conference. Society for Imaging Science and Technology, Darmstadt, Germany Kurita K et al (2015) Non-contact video based estimation for heart rate variability spectrogram using ambient light by extracting hemoglobin information. In: Color and imaging conference. Society for Imaging Science and Technology, Darmstadt, Germany
8.
go back to reference Poh M-Z, McDuff DJ, Picard RW (2010) Non-contact, automated cardiac pulse measurements using video imaging and blind source separation. Opt Express 18:10762–10774CrossRef Poh M-Z, McDuff DJ, Picard RW (2010) Non-contact, automated cardiac pulse measurements using video imaging and blind source separation. Opt Express 18:10762–10774CrossRef
11.
go back to reference Viola P, Jones M (2001) Rapid object detection using a boosted cascade of simple features. In: Comput vis pattern recognit (CVPR) proceedings of the 2001 IEEE computer society conference oncology, vol 1, pp 511–518 Viola P, Jones M (2001) Rapid object detection using a boosted cascade of simple features. In: Comput vis pattern recognit (CVPR) proceedings of the 2001 IEEE computer society conference oncology, vol 1, pp 511–518
14.
go back to reference Bland JM, Altman DG (1986) Statical methods for assessing agreement between two methods of clinical measurement. Lancet 327(8476):307–310CrossRef Bland JM, Altman DG (1986) Statical methods for assessing agreement between two methods of clinical measurement. Lancet 327(8476):307–310CrossRef
Metadata
Title
Comparison of noncontact camera-based methods for measuring pulse-rate of awake infants
Authors
Keiko Ogawa-Ochiai
Takuma Kiyokawa
Kaoru Kiyomitsu
Roman Bednarik
Yusuke Mitani
Norimichi Tsumura
Publication date
01-10-2021
Publisher
Springer Japan
Published in
Artificial Life and Robotics / Issue 1/2022
Print ISSN: 1433-5298
Electronic ISSN: 1614-7456
DOI
https://doi.org/10.1007/s10015-021-00701-2

Other articles of this Issue 1/2022

Artificial Life and Robotics 1/2022 Go to the issue