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Frustration in the face of the driver: A simulator study on facial muscle activity during frustrated driving

Ihme, Klas and Dömeland, Christina and Freese, Maria and Jipp, Meike (2018) Frustration in the face of the driver: A simulator study on facial muscle activity during frustrated driving. Interaction Studies. John Benjamins Publishing Company. ISSN 1572-0373 (In Press)

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Official URL: https://benjamins.com/#catalog/journals/is/issues

Abstract

Frustration in traffic is one of the causes of aggressive driving. Knowledge whether a driver is frustrated may be utilized by future advanced driver assistance systems to counteract this source of accidents. One possibility to achieve this is to automatically recognize the facial expression of the driver. However, only little is known about the facial expressions of frustrated drivers. Here, we report the results of a driving simulator study investigating the facial muscle activity that comes along with frustration. Twenty-eight participants were video-taped during frustrated and non-frustrated driving. Their facial muscle activity was manually coded according to the Facial Action Coding System. The participants showed significantly more facial muscle activity in the brow lowerer, dimpler, lip tightener, and lip pressor. Thus, recording facial muscle behavior potentially provides traffic researchers and assistance system developers with the possibility to recognize driving in frustration.

Item URL in elib:https://elib.dlr.de/100708/
Document Type:Article
Title:Frustration in the face of the driver: A simulator study on facial muscle activity during frustrated driving
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Ihme, KlasDLRUNSPECIFIED
Dömeland, ChristinaUNSPECIFIEDUNSPECIFIED
Freese, Mariamaria.freese (at) dlr.deUNSPECIFIED
Jipp, MeikeMeike.Jipp (at) dlr.deUNSPECIFIED
Date:2018
Journal or Publication Title:Interaction Studies
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Publisher:John Benjamins Publishing Company
ISSN:1572-0373
Status:In Press
Keywords:Frustration, driverstate, driver modeling, emotions, facial expressions
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Terrestrial Vehicles (old)
DLR - Research area:Transport
DLR - Program:V BF - Bodengebundene Fahrzeuge
DLR - Research theme (Project):V - Fahrzeugintelligenz (old)
Location: Braunschweig
Institutes and Institutions:Institute of Transportation Systems > Human Factors
Deposited By: Ihme, Klas
Deposited On:26 Feb 2018 09:40
Last Modified:31 Jul 2019 19:57

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