Video-based heart rate measurement: Recent advances and future prospects

X Chen, J Cheng, R Song, Y Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Heart rate (HR) estimation and monitoring is of great importance to determine a person's
physiological and mental status. Recently, it has been demonstrated that HR can be …

Contactless methods for measuring respiratory rate: A review

C Massaroni, A Nicolo, M Sacchetti… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Recent advances in understanding the importance of respiratory frequency (f R) as a
sensitive marker of a variety of physiopathological stressors are fostering growing interest in …

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 …

3D convolutional neural networks for remote pulse rate measurement and mapping from facial video

F Bousefsaf, A Pruski, C Maaoui - Applied Sciences, 2019 - mdpi.com
Remote pulse rate measurement from facial video has gained particular attention over the
last few years. Research exhibits significant advancements and demonstrates that common …

A broader look: Camera-based vital sign estimation across the spectrum

CH Antink, S Lyra, M Paul, X Yu… - Yearbook of medical …, 2019 - thieme-connect.com
Objectives: Camera-based vital sign estimation allows the contactless assessment of
important physiological parameters. Seminal contributions were made in the 1930s, 1980s …

Respiration monitoring via forcecardiography sensors

E Andreozzi, J Centracchio, V Punzo, D Esposito… - Sensors, 2021 - mdpi.com
In the last few decades, a number of wearable systems for respiration monitoring that help to
significantly reduce patients' discomfort and improve the reliability of measurements have …

Enhancing Stress Detection: A Comprehensive Approach through rPPG Analysis and Deep Learning Techniques

L Fontes, P Machado, D Vinkemeier, S Yahaya, JJ Bird… - Sensors, 2024 - mdpi.com
Stress has emerged as a major concern in modern society, significantly impacting human
health and well-being. Statistical evidence underscores the extensive social influence of …

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 …

Non-contact, simple neonatal monitoring by photoplethysmography

JC Cobos-Torres, M Abderrahim, J Martínez-Orgado - Sensors, 2018 - mdpi.com
This paper presents non-contact vital sign monitoring in neonates, based on image
processing, where a standard color camera captures the plethysmographic signal and the …

Remote photoplethysmography (rPPG) based learning fatigue detection

L Zhao, X Zhang, X Niu, J Sun, R Geng, Q Li, X Zhu… - Applied …, 2023 - Springer
Remote photoplethysmography (rPPG), which uses a facial video to measure skin reflection
variations, is a contactless method for monitoring human cardiovascular activity. Due to its …