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 …
cameras has gained immense attention. The technique provides an optical means to …
Learning deep models for face anti-spoofing: Binary or auxiliary supervision
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 …
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 …
last few years. Research exhibits significant advancements and demonstrates that common …
Face liveness detection by rppg features and contextual patch-based cnn
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 …
face recognition systems. Previous studies showed that live faces and presentation attacks …
Remote photoplethysmography with an EEMD-MCCA method robust against spatially uneven illuminations
Remote photoplethysmography (rPPG) is an attractive video-based technique to monitor
heart rate (HR) information in telehealth screening. The subjects are required to stay …
heart rate (HR) information in telehealth screening. The subjects are required to stay …
Non-contact reflectance photoplethysmography: Progress, limitations, and myths
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 …
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 …
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 …
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
Extracting arterial pulse wave from the video, also known as Imaging Photoplethysmography
(IPPG), has emerged as an efficient health monitoring approach. The detail-preserving …
(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 …
contactless heart rate measurement using consumer-level cameras. This paper presents a …