Driving posture recognition by convolutional neural networks

Driving posture recognition by convolutional neural networks

Driver fatigue and inattention have long been recognised as the main contributing factors in traffic accidents. This study presents a novel system which applies convolutional neural network (CNN) to automatically learn and predict pre‐defined driving postures. The main idea is to monitor driver hand...

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Bibliographic Details
Main Authors: Chao Yan, Frans Coenen, Bailing Zhang
Format: Article
Language:English
Published: Wiley 2016-03-01
Series:IET Computer Vision
Subjects:
driving posture recognition
convolutional neural networks
driver fatigue
driver inattention
traffic accidents
intelligent driver assistance system development
Online Access:https://doi.org/10.1049/iet-cvi.2015.0175

Internet

https://doi.org/10.1049/iet-cvi.2015.0175

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