HeartTrack: Convolutional neural network for remote video-based heart rate monitoring

O Perepelkina, M Artemyev… - Proceedings of the …, 2020 - openaccess.thecvf.com
Detection and continuous monitoring of heart rate can help us identify clinical relevance of
some cardiac symptoms. Over the last decade, a lot of attention has been paid to the …

A general remote photoplethysmography estimator with spatiotemporal convolutional network

SQ Liu, PC Yuen - 2020 15th IEEE international conference on …, 2020 - ieeexplore.ieee.org
Remote PPG (rPPG) has been attracting increasing attention due to its potential in a wide
range of application scenarios such as clinical monitoring, physical training and face …

[HTML][HTML] Real-time webcam heart-rate and variability estimation with clean ground truth for evaluation

A Gudi, M Bittner, J Van Gemert - Applied Sciences, 2020 - mdpi.com
Featured Application Contactless pervasive health monitoring incl. cognitive stress analysis.
Abstract Remote photo-plethysmography (rPPG) uses a camera to estimate a person's heart …

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 …

Robust heart rate estimation with spatial–temporal attention network from facial videos

M Hu, F Qian, X Wang, L He, D Guo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In order to solve the problems of highly redundant spatial information and motion noise in
the heart rate (HR) estimation from facial videos based on remote photoplethysmography …

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) …

Physformer: Facial video-based physiological measurement with temporal difference transformer

Z Yu, Y Shen, J Shi, H Zhao… - Proceedings of the …, 2022 - openaccess.thecvf.com
Remote photoplethysmography (rPPG), which aims at measuring heart activities and
physiological signals from facial video without any contact, has great potential in many …

A review on computation methods used in photoplethysmography signal analysis for heart rate estimation

Pankaj, A Kumar, R Komaragiri, M Kumar - Archives of Computational …, 2022 - Springer
Photoplethysmography (PPG) sensor-enabled wearable health monitoring devices can
monitor realtime health status. PPG technology is a low-cost, noninvasive optical method …

Motion-robust multimodal heart rate estimation using BCG fused remote-PPG with deep facial ROI tracker and pose constrained Kalman filter

Y Liu, B Qin, R Li, X Li, A Huang, H Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The heart rate (HR) signal is so weak in remote photoplethysmography (rPPG) and
ballistocardiogram (BCG) that HR estimation is very sensitive to face and body motion …

Dual-bridging with adversarial noise generation for domain adaptive rppg estimation

J Du, SQ Liu, B Zhang, PC Yuen - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
The remote photoplethysmography (rPPG) technique can estimate pulse-related metrics (eg
heart rate and respiratory rate) from facial videos and has a high potential for health …