The benefit of distraction: Denoising camera-based physiological measurements using inverse attention
Attention networks perform well on diverse computer vision tasks. The core idea is that the
signal of interest is stronger in some pixels (" foreground"), and by selectively focusing …
signal of interest is stronger in some pixels (" foreground"), and by selectively focusing …
Siamese-rPPG network: Remote photoplethysmography signal estimation from face videos
Remote photoplethysmography (rPPG) is a contactless method for heart rate (HR)
estimation from face videos. In this paper, we propose to estimate rPPG signals directly from …
estimation from face videos. In this paper, we propose to estimate rPPG signals directly from …
Real-time webcam heart-rate and variability estimation with clean ground truth for evaluation
Featured Application Contactless pervasive health monitoring incl. cognitive stress analysis.
Abstract Remote photo-plethysmography (rPPG) uses a camera to estimate a person's heart …
Abstract Remote photo-plethysmography (rPPG) uses a camera to estimate a person's heart …
Sensing beyond itself: Multi-functional use of ubiquitous signals towards wearable applications
Wearable technologies provide a non-invasive way to monitor user's activity, identity, and
health in real-time, which have attracted tremendous interests from both academia and …
health in real-time, which have attracted tremendous interests from both academia and …
Rtrppg: An ultra light 3dcnn for real-time remote photoplethysmography
The acquisition of remote photoplethysmography (rPPG) signals is important in multiple
applications. Recently, deep-learning-based approaches such as 3D convolutional …
applications. Recently, deep-learning-based approaches such as 3D convolutional …
A survey of photoplethysmography and imaging photoplethysmography quality assessment methods
Photoplethysmography is a method to visualize the variation in blood volume within tissues
with light. The signal obtained has been used for the monitoring of patients, interpretation for …
with light. The signal obtained has been used for the monitoring of patients, interpretation for …
[HTML][HTML] Video-based heart rate estimation from challenging scenarios using synthetic video generation
Y Benezeth, D Krishnamoorthy, DJB Monsalve… - … Signal Processing and …, 2024 - Elsevier
Remote photoplethysmography (rPPG) is an emerging technology that allows for non-
invasive monitoring of physiological signals such as heart rate, blood oxygen saturation, and …
invasive monitoring of physiological signals such as heart rate, blood oxygen saturation, and …
Wavelet variance maximization: a contactless respiration rate estimation method based on remote photoplethysmography
Respiration is an important parameter in critical and pediatric care since its monitoring
allows medical staff to detect many life-threatening diseases. One of the existing monitoring …
allows medical staff to detect many life-threatening diseases. One of the existing monitoring …
Performance analysis of remote photoplethysmography deep filtering using long short-term memory neural network
Background Remote photoplethysmography (rPPG) is a technique developed to estimate
heart rate using standard video cameras and ambient light. Due to the multiple sources of …
heart rate using standard video cameras and ambient light. Due to the multiple sources of …
Recovering Physiological Signals from Facial Videos: Recent Advances and Applications in Intelligent Vehicles
G **ang, Y Ou, J Li, L Wang, Y Hu… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
In recent years, non-contact physiological signal monitoring based on facial video has
garnered significant attention due to its convenience and low cost. Unlike traditional …
garnered significant attention due to its convenience and low cost. Unlike traditional …