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Analysis of Temporal Relationships between Eye Gaze and Peripheral Vehicle Behavior for Detecting Driver Distraction
Joint Authors
Mase, Kenji
Takeda, Kazuya
Hirayama, Takatsugu
Source
International Journal of Vehicular Technology
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-09-15
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Telecommunications Engineering
Electronic engineering
Abstract EN
A car driver’s cognitive distraction is a main factor behind car accidents.
One’s state of mind is subconsciously exposed as a reaction reflecting it by external stimuli.
A visual event that occurs in front of the driver when a peripheral vehicle overtakes the driver’s vehicle is regarded as the external stimulus.
We focus on temporal relationships between the driver’s eye gaze and the peripheral vehicle behavior.
The analysis result showed that the temporal relationships depend on the driver’s state.
In particular we confirmed that the timing of the gaze toward the stimulus under the distracted state induced by a music retrieval task using an automatic speech recognition system is later than that under a neutral state while only driving without the secondary cognitive task.
This temporal feature can contribute to detecting the cognitive distraction automatically.
A detector based on a Bayesian framework using this feature achieves better accuracy than one based on the percentage road center method.
American Psychological Association (APA)
Hirayama, Takatsugu& Mase, Kenji& Takeda, Kazuya. 2013. Analysis of Temporal Relationships between Eye Gaze and Peripheral Vehicle Behavior for Detecting Driver Distraction. International Journal of Vehicular Technology،Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-460421
Modern Language Association (MLA)
Hirayama, Takatsugu…[et al.]. Analysis of Temporal Relationships between Eye Gaze and Peripheral Vehicle Behavior for Detecting Driver Distraction. International Journal of Vehicular Technology No. 2013 (2013), pp.1-8.
https://search.emarefa.net/detail/BIM-460421
American Medical Association (AMA)
Hirayama, Takatsugu& Mase, Kenji& Takeda, Kazuya. Analysis of Temporal Relationships between Eye Gaze and Peripheral Vehicle Behavior for Detecting Driver Distraction. International Journal of Vehicular Technology. 2013. Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-460421
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-460421