Distracted and Drowsy Driving Modeling Using Deep Physiological Representations and Multitask Learning

Distracted and Drowsy Driving Modeling Using Deep Physiological Representations and Multitask Learning

In this paper, we investigated various physiological indicators on their ability to identify distracted and drowsy driving. In particular, four physiological signals are being tested: blood volume pulse (BVP), respiration, skin conductance and skin temperature. Data were collected from 45 participan...

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Bibliographic Details
Main Authors: Michalis Papakostas, Kapotaksha Das, Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Applied Sciences
Subjects:
diver monitoring
multitask learning
machine learning
deep learning
Online Access:https://www.mdpi.com/2076-3417/11/1/88

Internet

https://www.mdpi.com/2076-3417/11/1/88

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