An Investigation of Various Machine and Deep Learning Techniques Applied in Automatic Fear Level Detection and Acrophobia Virtual Therapy

An Investigation of Various Machine and Deep Learning Techniques Applied in Automatic Fear Level Detection and Acrophobia Virtual Therapy

In this paper, we investigate various machine learning classifiers used in our Virtual Reality (VR) system for treating acrophobia. The system automatically estimates fear level based on multimodal sensory data and a self-reported emotion assessment. There are two modalities of expressing fear ratin...

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Bibliographic Details
Main Authors: Oana Bălan, Gabriela Moise, Alin Moldoveanu, Marius Leordeanu, Florica Moldoveanu
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Sensors
Subjects:
fear classification
emotional assessment
feature selection
affective computing
Online Access:https://www.mdpi.com/1424-8220/20/2/496

Internet

https://www.mdpi.com/1424-8220/20/2/496

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