Multimodal driver emotion recognition using motor activity and facial expressions

Multimodal driver emotion recognition using motor activity and facial expressions

Driving performance can be significantly impacted when a person experiences intense emotions behind the wheel. Research shows that emotions such as anger, sadness, agitation, and joy can increase the risk of traffic accidents. This study introduces a methodology to recognize four specific emotions u...

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Bibliographic Details
Main Authors: Carlos H. Espino-Salinas, Huizilopoztli Luna-García, José M. Celaya-Padilla, Cristian Barría-Huidobro, Nadia Karina Gamboa Rosales, David Rondon, Klinge Orlando Villalba-Condori
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-11-01
Series:Frontiers in Artificial Intelligence
Subjects:
facial emotion recognition
motor activity
driver emotions
transfer learning
convolutional neural network
ADAS
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2024.1467051/full
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https://www.frontiersin.org/articles/10.3389/frai.2024.1467051/full

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