Lightweight and interpretable convolutional neural network for real-time heart rate monitoring using low-cost video camera under realistic conditions

Y Liu, X Guo, Y Zhang - Biomedical Signal Processing and Control, 2024 - Elsevier
Recent research has shown that a person's heart rate (HR) can be estimated using video
data through remote photoplethysmography (rPPG). However, this approach is faced with …

Measurements of pulse rate using facial video cameras from smart devices in patients diagnosed with atrial fibrillation

K Barde, G Tsouri, A Page, T Pham, M Lutz… - Journal of …, 2023 - Elsevier
Clinical applications of passive long-term heart rate (HR) monitoring in patients with cardiac
arrhythmias include adequate drug titration of atrioventricular (AV) nodal drugs and …

How nervous am I? How computer vision succeeds and humans fail in interpreting state anxiety from dynamic facial behaviour

M Kuipers, M Kappen, M Naber - Cognition and Emotion, 2023 - Taylor & Francis
For human interaction, it is important to understand what emotional state others are in.
Especially the observation of faces aids us in putting behaviours into context and gives …

Remote facial expression and heart rate measurements to assess human reactions in glass structures

C Bedon, S Mattei - Advances in Civil Engineering, 2021 - Wiley Online Library
In engineering applications, human comfort fulfillment is challenging because it depends on
several aspects that can be mathematically controlled and optimized, like in case of …

Maternal interoceptive focus is associated with greater reported engagement in mother-infant stroking and rocking

R Donaghy, J Shinskey, M Tsakiris - PloS one, 2024 - journals.plos.org
Parental caregiving during infancy is primarily aimed at the regulation of infants'
physiological and emotional states. Recent models of embodied cognition propose that …

Spatio-temporal and-spectral feature maps in photoplethysmography imaging and infrared thermography

M Paul, SC Behr, C Weiss, K Heimann… - BioMedical Engineering …, 2021 - Springer
Background Only a small fraction of the information available is generally used in the
majority of camera-based sensing approaches for vital sign monitoring. Dedicated skin …

Performance evaluation of rppg approaches with and without the region-of-interest localization step

Ž Pirnar, M Finžgar, P Podržaj - Applied Sciences, 2021 - mdpi.com
Traditionally, the first step in physiological measurements based on remote
photoplethysmography (rPPG) is localizing the region of interest (ROI) that contains a …

Camera-based physiological measurement: Recent advances and future prospects

J Wang, C Shan, L Liu, Z Hou - Neurocomputing, 2024 - Elsevier
Camera-based measurement of vital signs utilizes imaging equipment to measure
physiological changes by analyzing human body images. The contactless physiological …

Analysis of the radial pulse wave and its clinical applications: a survey

J Yang, L Yang, W Liu, S Du, L Xu, G He, A Avolio… - IEEE …, 2021 - ieeexplore.ieee.org
The arterial pulse wave is a physiological signal which can reflect the function of the human
cardiovascular system. Owing to the measurement being convenient and safe, radial pulse …

Remote Photoplethysmography (rPPG): A State-of-the-Art Review

P Pirzada, A Wilde, G Doherty, D Harris-Birtill - medRxiv, 2023 - medrxiv.org
Peripheral oxygen saturation (SpO2) and heart rate (HR) are critical physiological measures
that clinicians need to observe to decide on an emergency intervention. These measures …