HMS-TENet: A hierarchical multi-scale topological enhanced network based on EEG and EOG for driver vigilance estimation

HMS-TENet: A hierarchical multi-scale topological enhanced network based on EEG and EOG for driver vigilance estimation

Driving vigilance estimation is an important task for traffic safety. Nowadays, electroencephalography (EEG) and electrooculography (EOG) have made some achievements in vigilance estimation, but there are still some challenges: 1) The traditional approachs with direct multimodal fusion may face the...

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Bibliographic Details
Main Authors: Meng Tang, Pengrui Li, Haokai Zhang, Liu Deng, Shihong Liu, Qingyuan Zheng, Hongli Chang, Changming Zhao, Manqing Wang, Guilai Zuo, Dongrui Gao
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2024-12-01
Series:Biomedical Technology
Subjects:
Vigilance
Electroencephalography
Electrooculography
Multi-task
HMS-TENet
Online Access:http://www.sciencedirect.com/science/article/pii/S2949723X24000333
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