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 …

Camera-Based Seismocardiogram for Heart Rate Variability Monitoring

L Liu, D Yu, H Lu, C Shan… - IEEE Journal of Biomedical …, 2024 - ieeexplore.ieee.org
Heart rate variability (HRV) is a crucial metric that quantifies the variation between
consecutive heartbeats, serving as a significant indicator of autonomic nervous system …

Optimizing Camera Exposure Control Settings for Remote Vital Sign Measurements in Low-Light Environments

I Odinaev, JW Chin, KH Luo, Z Ke… - Proceedings of the …, 2023 - openaccess.thecvf.com
Remote photoplethysmography (rPPG) is an optical technique that enables both non-
invasive and efficient measurement of vital signs from facial videos. However, the quality of …

Efficient spatiotemporal attention network for remote heart rate variability analysis

H Kuang, F Lv, X Ma, X Liu - Sensors, 2022 - mdpi.com
Studies have shown that ordinary color cameras can detect the subtle color changes of the
skin caused by the heartbeat cycle. Therefore, cameras can be used to remotely monitor the …

Robust heart rate variability measurement from facial videos

I Odinaev, KL Wong, JW Chin, R Goyal, TT Chan… - Bioengineering, 2023 - mdpi.com
Remote Photoplethysmography (rPPG) is a contactless method that enables the detection of
various physiological signals from facial videos. rPPG utilizes a digital camera to detect …

Multi-feature fusion prediction of fatigue driving based on improved optical flow algorithm

K Tao, K Xie, C Wen, JB He - Signal, Image and Video Processing, 2023 - Springer
To predict whether a driver is fatigued, a fatigue prediction algorithm based on the fusion of
improved optical flow features and microfeatures was proposed. By improving the Main …

Video-based pulse rate variability measurement using periodic variance maximization and adaptive two-window peak detection

P Li, Y Benezeth, R Macwan, K Nakamura, R Gomez… - Sensors, 2020 - mdpi.com
Many previous studies have shown that the remote photoplethysmography (rPPG) can
measure the Heart Rate (HR) signal with very high accuracy. The remote measurement of …

An augmented teleconsultation platform for depressive disorders

D Ramalho, P Constantino, HP Da Silva… - IEEE …, 2022 - ieeexplore.ieee.org
Depressive disorders are a leading cause of morbility and disability in the working
population worldwide. Psychiatric assessment and treatment of depressive disorders may …

Optimal design to ensure maximum coupling between magnetic flux and arterial blood in a magneto plethysmo gram sensor head

JR Bai, VJ Kumar - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Magneto plethysmo gram (MPG), like the Photo plethysmo gram (PPG) is a signal that
carries information on blood volume flow and is obtained noninvasively. Unlike PPG, MPG is …

Evaluation of transformation invariant loss function with distance equilibrium in prediction of imaging photoplethysmography characteristics

S Zhu, S Liu, X Jing, B Li, H Liu, Y Yang… - Physiological …, 2024 - iopscience.iop.org
Objective. Monitoring changes in human heart rate variability (HRV) holds significant
importance for protecting life and health. Studies have shown that Imaging …