Recognition of driving distraction using driver's motion and deep learning
Recognition of driving distraction using driver's motion and deep learning
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Author / Creator
Xie, Ziyang , Li, Li and Xu, Xu
Publisher
Norcross: Institute of Industrial and Systems Engineers (IISE)
Journal title
Language
English
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Publisher
Norcross: Institute of Industrial and Systems Engineers (IISE)
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Contents
In this study, we propose a new method for driving distraction recognition by integrating wearable sensing and deep neural networks. Twenty participants with wearable inertial sensors attached on their wrist performed five manual distraction tasks under audio instructions in a driving simulator. Based on the captured data, recurrent neural networks...
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Full title
Recognition of driving distraction using driver's motion and deep learning
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TN_cdi_proquest_journals_2511386770
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2511386770
