Gaze Focalization System for Driving Applications Using OpenFace 2.0 Toolkit with NARMAX Algorithm in Accidental Scenarios

Gaze Focalization System for Driving Applications Using OpenFace 2.0 Toolkit with NARMAX Algorithm in Accidental Scenarios

Monitoring driver attention using the gaze estimation is a typical approach used on road scenes. This indicator is of great importance for safe driving, specially on Level 3 and Level 4 automation systems, where the take over request control strategy could be based on the driver’s gaze estimation. N...

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Bibliographic Details
Main Authors: Javier Araluce, Luis M. Bergasa, Manuel Ocaña, Elena López-Guillén, Pedro A. Revenga, J. Felipe Arango, Oscar Pérez
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Sensors
Subjects:
driver focalization
accidental scenarios
gaze estimation
heat map
computer vision
NARMAX
Online Access:https://www.mdpi.com/1424-8220/21/18/6262

Internet

https://www.mdpi.com/1424-8220/21/18/6262

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