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

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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Bibliographic Details
Main Authors: Mihai Gavrilescu, Nicolae Vizireanu
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Sensors
Subjects:
affective computing
stress prediction
depression prediction
anxiety prediction
neural networks
face analysis
Online Access:https://www.mdpi.com/1424-8220/19/17/3693

Internet

https://www.mdpi.com/1424-8220/19/17/3693

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