Visual Cardiac Signal Classifiers: A Deep Learning Classification Approach for Heart Signal Estimation From Video

Heart rate is a crucial metric in health monitoring. Traditional computer vision solutions estimate cardiac signals by detecting physical manifestations of heartbeats, such as facial discoloration caused by blood oxygenation changes, from subject videos using regression methods. As continuous signal...

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Bibliographic Details
Main Authors: Mohamed Moustafa, Muhammad Ali Farooq, Amr Elrasad, Joseph Lemley, Peter Corcoran
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10703044/