Literature DB >> 25657877

Non-contact estimation of heart rate and oxygen saturation using ambient light.

Ufuk Bal1.   

Abstract

We propose a robust method for automated computation of heart rate (HR) from digital color video recordings of the human face. In order to extract photoplethysmographic signals, two orthogonal vectors of RGB color space are used. We used a dual tree complex wavelet transform based denoising algorithm to reduce artifacts (e.g. artificial lighting, movement, etc.). Most of the previous work on skin color based HR estimation performed experiments with healthy volunteers and focused to solve motion artifacts. In addition to healthy volunteers we performed experiments with child patients in pediatric intensive care units. In order to investigate the possible factors that affect the non-contact HR monitoring in a clinical environment, we studied the relation between hemoglobin levels and HR estimation errors. Low hemoglobin causes underestimation of HR. Nevertheless, we conclude that our method can provide acceptable accuracy to estimate mean HR of patients in a clinical environment, where the measurements can be performed remotely. In addition to mean heart rate estimation, we performed experiments to estimate oxygen saturation. We observed strong correlations between our SpO2 estimations and the commercial oximeter readings.

Entities:  

Keywords:  (100.2960) Image analysis; (100.7410) Wavelets; (170.3880) Medical and biological imaging

Year:  2014        PMID: 25657877      PMCID: PMC4317113          DOI: 10.1364/BOE.6.000086

Source DB:  PubMed          Journal:  Biomed Opt Express        ISSN: 2156-7085            Impact factor:   3.732


  11 in total

1.  An advanced detrending method with application to HRV analysis.

Authors:  Mika P Tarvainen; Perttu O Ranta-Aho; Pasi A Karjalainen
Journal:  IEEE Trans Biomed Eng       Date:  2002-02       Impact factor: 4.538

2.  Advancements in noncontact, multiparameter physiological measurements using a webcam.

Authors:  Ming-Zher Poh; Daniel J McDuff; Rosalind W Picard
Journal:  IEEE Trans Biomed Eng       Date:  2010-10-14       Impact factor: 4.538

Review 3.  Skin photoplethysmography--a review.

Authors:  A A Kamal; J B Harness; G Irving; A J Mearns
Journal:  Comput Methods Programs Biomed       Date:  1989-04       Impact factor: 5.428

4.  Non-contact video-based vital sign monitoring using ambient light and auto-regressive models.

Authors:  L Tarassenko; M Villarroel; A Guazzi; J Jorge; D A Clifton; C Pugh
Journal:  Physiol Meas       Date:  2014-03-28       Impact factor: 2.833

Review 5.  High heart rate: a cardiovascular risk factor?

Authors:  Stéphane Cook; Mario Togni; Marcus C Schaub; Peter Wenaweser; Otto M Hess
Journal:  Eur Heart J       Date:  2006-09-25       Impact factor: 29.983

Review 6.  Photoplethysmography and its application in clinical physiological measurement.

Authors:  John Allen
Journal:  Physiol Meas       Date:  2007-02-20       Impact factor: 2.833

7.  Heart rate variability. Standards of measurement, physiological interpretation, and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology.

Authors: 
Journal:  Eur Heart J       Date:  1996-03       Impact factor: 29.983

8.  Physiological parameter monitoring from optical recordings with a mobile phone.

Authors:  Christopher G Scully; Jinseok Lee; Joseph Meyer; Alexander M Gorbach; Domhnull Granquist-Fraser; Yitzhak Mendelson; Ki H Chon
Journal:  IEEE Trans Biomed Eng       Date:  2011-07-29       Impact factor: 4.538

9.  Motion-compensated noncontact imaging photoplethysmography to monitor cardiorespiratory status during exercise.

Authors:  Yu Sun; Sijung Hu; Vicente Azorin-Peris; Stephen Greenwald; Jonathon Chambers; Yisheng Zhu
Journal:  J Biomed Opt       Date:  2011-07       Impact factor: 3.170

10.  Noncontact imaging photoplethysmography to effectively access pulse rate variability.

Authors:  Yu Sun; Sijung Hu; Vicente Azorin-Peris; Roy Kalawsky; Stephen Greenwald
Journal:  J Biomed Opt       Date:  2013-06       Impact factor: 3.170

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  15 in total

1.  Influence of a skin status on the light interaction with dermis.

Authors:  Alexei A Kamshilin; Oleg V Mamontov; Vasily T Koval; Grigory A Zayats; Roman V Romashko
Journal:  Biomed Opt Express       Date:  2015-10-08       Impact factor: 3.732

2.  Accurate measurement of the pulse wave delay with imaging photoplethysmography.

Authors:  Alexei A Kamshilin; Igor S Sidorov; Laura Babayan; Maxim A Volynsky; Rashid Giniatullin; Oleg V Mamontov
Journal:  Biomed Opt Express       Date:  2016-11-16       Impact factor: 3.732

3.  Influence of polarization filtration on the information readout from pulsating blood vessels.

Authors:  Igor S Sidorov; Maxim A Volynsky; Alexei A Kamshilin
Journal:  Biomed Opt Express       Date:  2016-06-02       Impact factor: 3.732

4.  Non-contact measurement of oxygen saturation with an RGB camera.

Authors:  Alessandro R Guazzi; Mauricio Villarroel; João Jorge; Jonathan Daly; Matthew C Frise; Peter A Robbins; Lionel Tarassenko
Journal:  Biomed Opt Express       Date:  2015-08-11       Impact factor: 3.732

5.  New principle for measuring arterial blood oxygenation, enabling motion-robust remote monitoring.

Authors:  Mark van Gastel; Sander Stuijk; Gerard de Haan
Journal:  Sci Rep       Date:  2016-12-07       Impact factor: 4.379

6.  Novel contactless approach for assessment of venous occlusion plethysmography by video recordings at the green illumination.

Authors:  Alexei A Kamshilin; Valeriy V Zaytsev; Oleg V Mamontov
Journal:  Sci Rep       Date:  2017-03-28       Impact factor: 4.379

7.  The Effect of Optical Crosstalk on Accuracy of Reflectance-Type Pulse Oximeter for Mobile Healthcare.

Authors:  Hyun Jae Baek; JaeWook Shin; Jaegeol Cho
Journal:  J Healthc Eng       Date:  2018-10-21       Impact factor: 2.682

8.  Video-based heart rate monitoring across a range of skin pigmentations during an acute hypoxic challenge.

Authors:  Paul S Addison; Dominique Jacquel; David M H Foo; Ulf R Borg
Journal:  J Clin Monit Comput       Date:  2017-11-09       Impact factor: 2.502

9.  Calibration of Contactless Pulse Oximetry.

Authors:  Wim Verkruysse; Marek Bartula; Erik Bresch; Mukul Rocque; Mohammed Meftah; Ihor Kirenko
Journal:  Anesth Analg       Date:  2017-01       Impact factor: 5.108

10.  Camera-based photoplethysmography in an intraoperative setting.

Authors:  Alexander Trumpp; Johannes Lohr; Daniel Wedekind; Martin Schmidt; Matthias Burghardt; Axel R Heller; Hagen Malberg; Sebastian Zaunseder
Journal:  Biomed Eng Online       Date:  2018-03-14       Impact factor: 2.819

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