Remote photoplethysmography for heart rate measurement: A review

H Xiao, T Liu, Y Sun, Y Li, S Zhao, A Avolio - Biomedical Signal Processing …, 2024 - Elsevier
Heart rate (HR) ranks among the most critical physiological indicators in the human body,
significantly illuminating an individual's state of physical health. Distinguished from …

[HTML][HTML] Blood pressure measurement: From cuff-based to contactless monitoring

PK Man, KL Cheung, N Sangsiri, WJ Shek, KL Wong… - Healthcare, 2022 - mdpi.com
Blood pressure (BP) determines whether a person has hypertension and offers implications
as to whether he or she could be affected by cardiovascular disease. Cuff-based …

Radiant: Better rppg estimation using signal embeddings and transformer

AK Gupta, R Kumar, L Birla… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Remote photoplethysmography can provide non-contact heart rate (HR) estimation by
analyzing the skin color variations obtained from face videos. These variations are subtle …

Learning motion-robust remote photoplethysmography through arbitrary resolution videos

J Li, Z Yu, J Shi - Proceedings of the AAAI Conference on Artificial …, 2023 - ojs.aaai.org
Remote photoplethysmography (rPPG) enables non-contact heart rate (HR) estimation from
facial videos which gives significant convenience compared with traditional contact-based …

Face2PPG: An unsupervised pipeline for blood volume pulse extraction from faces

CA Casado, MB López - IEEE Journal of Biomedical and …, 2023 - ieeexplore.ieee.org
Photoplethysmography (PPG) signals have become a key technology in many fields, such
as medicine, well-being, or sports. Our work proposes a set of pipelines to extract remote …

Lstc-rppg: Long short-term convolutional network for remote photoplethysmography

JS Lee, G Hwang, M Ryu… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Remote photoplethysmography (rPPG) is a non-contact technique for measuring blood
pulse signals associated with cardiac activity. Although rPPG is considered an alternative to …

Efficient remote photoplethysmography with temporal derivative modules and time-shift invariant loss

J Comas, A Ruiz, F Sukno - … of the IEEE/CVF conference on …, 2022 - openaccess.thecvf.com
We present a lightweight neural model for remote heart rate estimation focused on the
efficient spatio-temporal learning of facial photoplethysmography (PPG) based on i) …

TransPhys: Transformer-based unsupervised contrastive learning for remote heart rate measurement

RX Wang, HM Sun, RR Hao, A Pan, RS Jia - Biomedical Signal Processing …, 2023 - Elsevier
Remote Photoplethysmography (rPPG) is a non-contact heart rate measurement method
based on facial video. Because the rPPG signal is highly susceptible to interference from …

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 …

rPPG-FuseNet: Non-contact heart rate estimation from facial video via RGB/MSR signal fusion

KB Jaiswal, T Meenpal - Biomedical Signal Processing and Control, 2022 - Elsevier
Remote photoplethysmography (rPPG) is an effective way of measuring Heart Rate (HR)
from facial video of a person. Several methods have been proposed but measurement in …