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A Non-Contact SpO2 estimation using a Video Magnification Technique
Brieva, J. ✉
;
Moya-Albor, E.
;
Ponce, H.
Angol nyelvű Konferenciaközlemény (Könyvrészlet) Tudományos
Megjelent:
Romero E.. Nincs cím. (2021) ISBN:9781510650527
Paper: 1208803
Azonosítók
MTMT: 33133449
DOI:
10.1117/12.2606145
WoS:
000797319900002
Scopus:
85123058311
In this paper, we present a new non-contact strategy to estimate the Peripheral Oxygen Saturation (SpO2) based on the Eulerian motion video magnification technique and a signal processing technique. The magnification procedure was carried out using two approaches: the Hermite decomposition and the Gaussian decomposition. The SpO2 is estimated from the signals extracted after magnification process using the red and the blue channel of the image frame. We have tested the method on five healthy subjects using videos obtained from the googlemeet video conference platform. Each video includes the subject and the data of the contact pulse oximeter device. To compare the performance of the methods, we compute the mean average error and metrics issues from the Bland and Altman analysis to investigate the agreement of the methods with respect to a contact pulse oximeter device as reference. The proposed solution shows an agreement with respect to the reference of most of 98%. These preliminary results are promising for the implementation in a remote medical consultation setting. © 2021 SPIE.
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2025-04-26 04:57
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