Driver Fatigue Detection Based on Convolutional Neural Networks Using EM-CNN

With a focus on fatigue driving detection research, a fully automated driver fatigue status detection algorithm using driving images is proposed. In the proposed algorithm, the multitask cascaded convolutional network (MTCNN) architecture is employed in face detection and feature point location, and...

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Bibliographic Details
Main Authors: Zuopeng Zhao, Nana Zhou, Lan Zhang, Hualin Yan, Yi Xu, Zhongxin Zhang
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Computational Intelligence and Neuroscience
Online Access:http://dx.doi.org/10.1155/2020/7251280