Remote heart rate monitoring - Assessment of the Facereader rPPg by Noldus.

PLoS One

School of Electronic and Electrical Engineering, University of Leeds, Leeds, West Yorkshire, United Kingdom.

Published: March 2020

Remote photoplethysmography (rPPG) allows contactless monitoring of human cardiac activity through a video camera. In this study, we assessed the accuracy and precision for heart rate measurements of the only consumer product available on the market, namely the FacereaderTM rPPG by Noldus, with respect to a gold standard electrocardiograph. Twenty-four healthy participants were asked to sit in front of a computer screen and alternate two periods of rest with two stress tests (i.e. Go/No-Go task), while their heart rate was simultaneously acquired for 20 minutes using the ECG criterion measure and the FacereaderTM rPPG. Results show that the FacereaderTM rPPG tends to overestimate lower heart rates and underestimate higher heart rates compared to the ECG. The Facereader™ rPPG revealed a mean bias of 9.8 bpm, the 95% limits of agreement (LoA) ranged from almost -30 up to +50 bpm. These results suggest that whilst the rPPG FacereaderTM technology has potential for contactless heart rate monitoring, its predictions are inaccurate for higher heart rates, with unacceptable precision across the entire range, rendering its estimates unreliable for monitoring individuals.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6874325PMC
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0225592PLOS

Publication Analysis

Top Keywords

heart rate
16
facereadertm rppg
12
heart rates
12
rate monitoring
8
rppg facereadertm
8
higher heart
8
rppg
6
heart
6
remote heart
4
rate
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!