Literature DB >> 25875628

On the benefits of alternative color spaces for noncontact heart rate measurements using standard red-green-blue cameras.

Gill R Tsouri, Zheng Li.   

Abstract

Existing video plethysmography methods use standard red-green-blue (sRGB) video recordings of the facial region to estimate heart pulse rate without making contact with the person being monitored. Methods achieving high estimation accuracy require considerable signal-processing power and result in significant processing latency. High processing power and latency are limiting factors when real-time pulse rate estimation is required or when the sensing platform has no access to high processing power. We investigate the use of alternative color spaces derived from sRGB video recordings as a fast light-weight alternative to pulse rate estimation. We consider seven color spaces and compare their performance with state-of-the-art algorithms that use independent component analysis. The comparison is performed over a dataset of 41 video recordings from subjects of varying skin tone and age. Results indicate that the hue channel provides better estimation accuracy using extremely low computation power and with practically no latency.

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Year:  2015        PMID: 25875628     DOI: 10.1117/1.JBO.20.4.048002

Source DB:  PubMed          Journal:  J Biomed Opt        ISSN: 1083-3668            Impact factor:   3.170


  8 in total

1.  Full video pulse extraction.

Authors:  Wenjin Wang; Albertus C den Brinker; Gerard de Haan
Journal:  Biomed Opt Express       Date:  2018-07-27       Impact factor: 3.732

2.  Amplitude-selective filtering for remote-PPG.

Authors:  Wenjin Wang; Albertus C den Brinker; Sander Stuijk; Gerard de Haan
Journal:  Biomed Opt Express       Date:  2017-02-28       Impact factor: 3.732

3.  Bounded Kalman filter method for motion-robust, non-contact heart rate estimation.

Authors:  Sakthi Kumar Arul Prakash; Conrad S Tucker
Journal:  Biomed Opt Express       Date:  2018-01-29       Impact factor: 3.732

4.  2021 ISHNE/HRS/EHRA/APHRS Expert Collaborative Statement on mHealth in Arrhythmia Management: Digital Medical Tools for Heart Rhythm Professionals: From the International Society for Holter and Noninvasive Electrocardiology/Heart Rhythm Society/European Heart Rhythm Association/Asia-Pacific Heart Rhythm Society.

Authors:  Niraj Varma; Iwona Cygankiewicz; Mintu P Turakhia; Hein Heidbuchel; Yu-Feng Hu; Lin Yee Chen; Jean-Philippe Couderc; Edmond M Cronin; Jerry D Estep; Lars Grieten; Deirdre A Lane; Reena Mehra; Alex Page; Rod Passman; Jonathan P Piccini; Ewa Piotrowicz; Ryszard Piotrowicz; Pyotr G Platonov; Antonio Luiz Ribeiro; Robert E Rich; Andrea M Russo; David Slotwiner; Jonathan S Steinberg; Emma Svennberg
Journal:  Circ Arrhythm Electrophysiol       Date:  2021-02-12

5.  2021 ISHNE/HRS/EHRA/APHRS Collaborative Statement on mHealth in Arrhythmia Management: Digital Medical Tools for Heart Rhythm Professionals: From the International Society for Holter and Noninvasive Electrocardiology/Heart Rhythm Society/European Heart Rhythm Association/Asia Pacific Heart Rhythm Society.

Authors:  Niraj Varma; Iwona Cygankiewicz; Mintu P Turakhia; Hein Heidbuchel; Yufeng Hu; Lin Yee Chen; Jean-Philippe Couderc; Edmond M Cronin; Jerry D Estep; Lars Grieten; Deirdre A Lane; Reena Mehra; Alex Page; Rod Passman; Jonathan P Piccini; Ewa Piotrowicz; Ryszard Piotrowicz; Pyotr G Platonov; Antonio Luiz Ribeiro; Robert E Rich; Andrea M Russo; David Slotwiner; Jonathan S Steinberg; Emma Svennberg
Journal:  Cardiovasc Digit Health J       Date:  2021-01-29

6.  Evaluation of biases in remote photoplethysmography methods.

Authors:  Ananyananda Dasari; Sakthi Kumar Arul Prakash; László A Jeni; Conrad S Tucker
Journal:  NPJ Digit Med       Date:  2021-06-03

7.  A wavelet-based decomposition method for a robust extraction of pulse rate from video recordings.

Authors:  Miha Finžgar; Primož Podržaj
Journal:  PeerJ       Date:  2018-11-27       Impact factor: 2.984

8.  Hybrid Optical Unobtrusive Blood Pressure Measurements.

Authors:  Guangfei Zhang; Caifeng Shan; Ihor Kirenko; Xi Long; Ronald M Aarts
Journal:  Sensors (Basel)       Date:  2017-07-01       Impact factor: 3.576

  8 in total

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