Cardiovascular assessment by imaging photoplethysmography–a review

S Zaunseder, A Trumpp, D Wedekind… - Biomedical Engineering …, 2018 - degruyter.com
Over the last few years, the contactless acquisition of cardiovascular parameters using
cameras has gained immense attention. The technique provides an optical means to …

Learning deep models for face anti-spoofing: Binary or auxiliary supervision

Y Liu, A Jourabloo, X Liu - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Face anti-spoofing is crucial to prevent face recognition systems from a security breach.
Previous deep learning approaches formulate face anti-spoofing as a binary classification …

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 …

Face liveness detection by rppg features and contextual patch-based cnn

B Lin, X Li, Z Yu, G Zhao - Proceedings of the 2019 3rd international …, 2019 - dl.acm.org
Face anti-spoofing plays a vital role in security systems including face payment systems and
face recognition systems. Previous studies showed that live faces and presentation attacks …

Remote photoplethysmography with an EEMD-MCCA method robust against spatially uneven illuminations

R Song, J Li, M Wang, J Cheng, C Li… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Remote photoplethysmography (rPPG) is an attractive video-based technique to monitor
heart rate (HR) information in telehealth screening. The subjects are required to stay …

Non-contact reflectance photoplethysmography: Progress, limitations, and myths

R Spetlík, J Cech, J Matas - 2018 13th IEEE International …, 2018 - ieeexplore.ieee.org
Photoplethysmography (PPG) is a non-invasive method of measuring changes of blood
volume in human tissue. The literature on non-contact reflectance PPG related to …

An open-source remote heart rate imaging method with practical apparatus and algorithms

KM van der Kooij, M Naber - Behavior research methods, 2019 - Springer
Recent developments in computer science and digital image processing have enabled the
extraction of an individual's heart pulsations from pixel changes in recorded video images of …

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 …

Detail-preserving arterial pulse wave measurement based biorthogonal wavelet decomposition from remote rgb observations

Y Tong, Z Huang, Z Zhang, M Yin, G Shan, J Wu, F Qin - Measurement, 2023 - Elsevier
Extracting arterial pulse wave from the video, also known as Imaging Photoplethysmography
(IPPG), has emerged as an efficient health monitoring approach. The detail-preserving …

Review on remote heart rate measurements using photoplethysmography

RJ Lee, S Sivakumar, KH Lim - Multimedia Tools and Applications, 2024 - Springer
Remote photoplethysmography (rPPG) gains recent great interest due to its potential in
contactless heart rate measurement using consumer-level cameras. This paper presents a …