Performance Evaluation of rPPG Approaches with and without the Region-of-Interest Localization Step
Traditionally, the first step in physiological measurements based on remote photoplethysmography (rPPG) is localizing the region of interest (ROI) that contains a desired pulsatile information. Recently, approaches that do not require this step have been
Žan Pirnar +2 more
doaj +1 more source
[Retracted] DTFA‐Net: Dynamic and Texture Features Fusion Attention Network for Face Antispoofing
For face recognition systems, liveness detection can effectively avoid illegal fraud and improve the safety of face recognition systems. Common face attacks include photo printing and video replay attacks. This paper studied the differences between photos, videos, and real faces in static texture and motion information and proposed a living detection ...
Xin Cheng +6 more
wiley +1 more source
Choosing a proper Region of Interest (ROI) for Remote Photoplethysmography (rPPG) is essential and a challenging first step, and it has a direct effect on the accuracy and reliability of the overall heart rate (HR) algorithm.
R. M. Fouad +2 more
doaj +1 more source
Remote heart rate monitoring - Assessment of the Facereader rPPg by Noldus.
Remote photoplethysmography (rPPG) allows contactless monitoring of human cardiac activity through a video camera. In this study, we assessed the accuracy and precision for heart rate measurements of the only consumer product available on the market ...
Simone Benedetto +5 more
doaj +1 more source
Biometric Signals Estimation Using Single Photon Camera and Deep Learning
The problem of performing remote biomedical measurements using just a video stream of a subject face is called remote photoplethysmography (rPPG). The aim of this work is to propose a novel method able to perform rPPG using single-photon avalanche diode (
Marco Paracchini +4 more
doaj +1 more source
Remote Bio-Sensing: Open Source Benchmark Framework for Fair Evaluation of rPPG
Remote Photoplethysmography (rPPG) is a technology that utilizes the light absorption properties of hemoglobin, captured via camera, to analyze and measure blood volume pulse (BVP).
Chae, JongEui +7 more
core
Robust Heart Rate Variability Measurement from Facial Videos
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 subtle changes in skin color to measure vital signs such as heart rate ...
Ismoil Odinaev +5 more
doaj +1 more source
A Reproducible Study on Remote Heart Rate Measurement [PDF]
This paper studies the problem of reproducible research in remote photoplethysmography (rPPG). Most of the work published in this domain is assessed on privately-owned databases, making it difficult to evaluate proposed algorithms in a standard and ...
Anjos, André +2 more
core +1 more source
Validity and Reliability of the Heart Rate Matching Task: A Novel Measure of Heart Rate Estimation
ABSTRACT Sensing and monitoring changes in our heart rate is a key aspect of interoception. We introduce and test the construct validity of the Heart Rate Matching task (HRM), a novel, fast and accessible task designed to assess the ability to estimate heart rate, in both remote (i.e., online) and in‐lab settings.
Jamie A. Moffatt +3 more
wiley +1 more source
Comparative Analysis of Color Models for improved rPPG Signals in Remote Blood Pressure Measurement
The quality of remote photoplethysmography (rPPG) signals presents a significant challenge in contactless optical blood pressure measurement. Feature and morphologybased approaches heavily rely on subtle changes in signal characteristics, but rPPG ...
Wuerich Carolin +3 more
doaj +1 more source

