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Predicting Depression, Anxiety, and Stress Levels from Videos Using the Facial Action Coding System

We present the first study in the literature that has aimed to determine Depression Anxiety Stress Scale (DASS) levels by analyzing facial expressions using Facial Action Coding System (FACS) by means of a unique noninvasive architecture on three layers designed to offer high accuracy and fast conve...

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Detalles Bibliográficos
Autores principales: Gavrilescu, Mihai, Vizireanu, Nicolae
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6749518/
https://www.ncbi.nlm.nih.gov/pubmed/31450687
http://dx.doi.org/10.3390/s19173693