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 …
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
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 …
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
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 …
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 …
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 …
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 …
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 …
photoplethysmography (rPPG) is localizing the region of interest (ROI) that contains a …
Camera-based physiological measurement: Recent advances and future prospects
Camera-based measurement of vital signs utilizes imaging equipment to measure
physiological changes by analyzing human body images. The contactless physiological …
physiological changes by analyzing human body images. The contactless physiological …
Analysis of the radial pulse wave and its clinical applications: a survey
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 …
cardiovascular system. Owing to the measurement being convenient and safe, radial pulse …
Remote Photoplethysmography (rPPG): A State-of-the-Art Review
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 …
that clinicians need to observe to decide on an emergency intervention. These measures …