[HTML][HTML] Deep learning methods for remote heart rate measurement: A review and future research agenda

CH Cheng, KL Wong, JW Chin, TT Chan, RHY So - Sensors, 2021 - mdpi.com
Heart rate (HR) is one of the essential vital signs used to indicate the physiological health of
the human body. While traditional HR monitors usually require contact with skin, remote …

[HTML][HTML] Contactless vital signs monitoring from videos recorded with digital cameras: an overview

N Molinaro, E Schena, S Silvestri, F Bonotti… - Frontiers in …, 2022 - frontiersin.org
The measurement of physiological parameters is fundamental to assess the health status of
an individual. The contactless monitoring of vital signs may provide benefits in various fields …

New insights on super-high resolution for video-based heart rate estimation with a semi-blind source separation method

R Song, S Zhang, J Cheng, C Li, X Chen - Computers in biology and …, 2020 - Elsevier
Remote photoplethysmography (rPPG), a non-contact technique to estimate heart rates (HR)
from video recordings, has attracted much attention from researchers in recent years. It is …

[HTML][HTML] Contactless facial video recording with deep learning models for the detection of atrial fibrillation

Y Sun, YY Yang, BJ Wu, PW Huang, SE Cheng… - Scientific reports, 2022 - nature.com
Atrial fibrillation (AF) is often asymptomatic and paroxysmal. Screening and monitoring are
needed especially for people at high risk. This study sought to use camera-based remote …

Using imagery and computer vision as remote monitoring methods for early detection of respiratory disease in pigs

M Jorquera-Chavez, S Fuentes, FR Dunshea… - … and Electronics in …, 2021 - Elsevier
Respiratory diseases in pigs impact the wellbeing of animals and increase the cost of
production. One of the most appropriate approaches to minimizing these negative effects is …

[HTML][HTML] Intelligent remote photoplethysmography-based methods for heart rate estimation from face videos: A survey

S Premkumar, DJ Hemanth - Informatics, 2022 - mdpi.com
Over the last few years, a rich amount of research has been conducted on remote vital sign
monitoring of the human body. Remote photoplethysmography (rPPG) is a camera-based …

[HTML][HTML] Multi-roi spectral approach for the continuous remote cardio-respiratory monitoring from mobile device built-in cameras

N Molinaro, E Schena, S Silvestri, C Massaroni - Sensors, 2022 - mdpi.com
Heart rate (HR) and respiratory rate (fR) can be estimated by processing videos framing the
upper body and face regions without any physical contact with the subject. This paper …

Illumination variation-resistant video-based heart rate monitoring using LAB color space

Y Zhang, Z Dong, K Zhang, S Shu, F Lu… - Optics and Lasers in …, 2021 - Elsevier
The remote photoplethysmography technology based on consumer cameras has been
demonstrated to be an effective method for heart rate monitoring. However, artificial signals …

Heart rate prediction from facial video with masks using eye location and corrected by convolutional neural networks

K Zheng, K Ci, H Li, L Shao, G Sun, J Liu… - … Signal Processing and …, 2022 - Elsevier
Remote photoplethysmography (rPPG), which aims at measuring heart activities without any
contact, has great potential in many applications. The emergence of novel coronavirus …

[HTML][HTML] Availability and performance of face based non-contact methods for heart rate and oxygen saturation estimations: A systematic review

A Gupta, AG Ravelo-Garcia, FM Dias - Computer Methods and Programs in …, 2022 - Elsevier
Background: Consumer-level cameras have provided an advantage of designing cost-
effective, non-contact physiological parameters estimation approaches which is not possible …