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Analysis of CNN-based remote-PPG to understand limitations and sensitivities

Deep learning based on convolutional neural network (CNN) has shown promising results in various vision-based applications, recently also in camera-based vital signs monitoring. The CNN-based photoplethysmography (PPG) extraction has, so far, been focused on performance rather than understanding. In...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Biomed Opt Express
Prif Awduron: Zhan, Qi, Wang, Wenjin, de Haan, Gerard
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Optical Society of America 2020
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7075624/
https://ncbi.nlm.nih.gov/pubmed/32206408
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.382637
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