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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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Detalles Bibliográficos
Publicado en:Biomed Opt Express
Main Authors: Zhan, Qi, Wang, Wenjin, de Haan, Gerard
Formato: Artigo
Idioma:Inglês
Publicado: Optical Society of America 2020
Assuntos:
Acceso en liña: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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