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Driving Stress Detection Using Multimodal Convolutional Neural Networks with Nonlinear Representation of Short-Term Physiological Signals

Mental stress can lead to traffic accidents by reducing a driver’s concentration or increasing fatigue while driving. In recent years, demand for methods to detect drivers’ stress in advance to prevent dangerous situations increased. Thus, we propose a novel method for detecting driving stress using...

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Detalles Bibliográficos
Autores principales: Lee, Jaewon, Lee, Hyeonjeong, Shin, Miyoung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8038071/
https://www.ncbi.nlm.nih.gov/pubmed/33808147
http://dx.doi.org/10.3390/s21072381