Optimizing Remote Photoplethysmography Using Adaptive Skin Segmentation for Real-Time Heart Rate Monitoring
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2922304
Abstract: 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)… read more here.
Keywords: skin segmentation; heart rate; remote photoplethysmography; real time ... See more keywords
Heart Rate Estimation from Remote Photoplethysmography Based on Light-weight U-Net and Attention Modules
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3281898
Abstract: Cardiac signals are frequently used in disease and emotion analyses. However, current measurement methods mostly require direct contact. Remote photoplethysmography (rPPG) has been proposed in recent years which measures minute variations in color on the… read more here.
Keywords: remote photoplethysmography; light weight; heart; attention ... See more keywords
Motion-Robust Atrial Fibrillation Detection Based on Remote-Photoplethysmography.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE journal of biomedical and health informatics"
DOI: 10.1109/jbhi.2022.3172705
Abstract: Atrial fibrillation (AF) has been proven highly correlated to stroke; more than 43 million people suffer from AF worldwide. However, most of these patients are unaware of their disease. There is no convenient tool by… read more here.
Keywords: based remote; remote photoplethysmography; motion; detection ... See more keywords
Fast Skin Segmentation on Low-Resolution Grayscale Images for Remote PhotoPlethysmoGraphy
Sign Up to like & getrecommendations! Published in 2022 at "IEEE MultiMedia"
DOI: 10.1109/mmul.2022.3152087
Abstract: Facial skin segmentation is an important preliminary task in many applications, including remote PhotoPlethysmoGraphy (rPPG), which is the problem of estimating the heart activity of a subject just by analyzing a video of their face.… read more here.
Keywords: skin segmentation; low resolution; grayscale; remote photoplethysmography ... See more keywords
GRGB rPPG: An Efficient Low-Complexity Remote Photoplethysmography-Based Algorithm for Heart Rate Estimation
Sign Up to like & getrecommendations! Published in 2023 at "Bioengineering"
DOI: 10.3390/bioengineering10020243
Abstract: Remote photoplethysmography (rPPG) is a promising contactless technology that uses videos of faces to extract health parameters, such as heart rate. Several methods for transforming red, green, and blue (RGB) video signals into rPPG signals… read more here.
Keywords: heart rate; rppg; grgb rppg; remote photoplethysmography ... See more keywords
Intelligent Remote Photoplethysmography-Based Methods for Heart Rate Estimation from Face Videos: A Survey
Sign Up to like & getrecommendations! Published in 2022 at "Informatics"
DOI: 10.3390/informatics9030057
Abstract: Over the last few years, a rich amount of research has been conducted on remote vital sign monitoring of the human body. Remote photoplethysmography (rPPG) is a camera-based, unobtrusive technology that allows continuous monitoring of… read more here.
Keywords: survey; heart rate; remote photoplethysmography; photoplethysmography ... See more keywords
pyVHR: a Python framework for remote photoplethysmography
Sign Up to like & getrecommendations! Published in 2022 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.929
Abstract: Remote photoplethysmography (rPPG) aspires to automatically estimate heart rate (HR) variability from videos in realistic environments. A number of effective methods relying on data-driven, model-based and statistical approaches have emerged in the past two decades.… read more here.
Keywords: pyvhr python; remote photoplethysmography; framework;