A Study of Machine Learning Regression Techniques for Non-Contact SpO<sub>2</sub> Estimation from Infrared Motion-Magnified Facial Video

A Study of Machine Learning Regression Techniques for Non-Contact SpO<sub>2</sub> Estimation from Infrared Motion-Magnified Facial Video

This work explores the use of infrared low-cost cameras for monitoring peripheral oxygen saturation (SpO<sub>2</sub>), a vital sign that is particularly important for individuals with fragile health, such as the elderly. The development of contactless SpO<sub>2</sub> monitori...

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Bibliographic Details
Main Authors: Thomas Stogiannopoulos, Grigorios-Aris Cheimariotis, Nikolaos Mitianoudis
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Information
Subjects:
peripheral oxygen saturation (SpO<sub>2</sub>)
machine learning regression
extra trees regression
deep learning
Video Vision Transformer
Online Access:https://www.mdpi.com/2078-2489/14/6/301

Internet

https://www.mdpi.com/2078-2489/14/6/301

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