Evaluation and Visualization of Driver Inattention Rating From Facial Features

In this paper, we present AutoRate , a system that leverages the front camera of a windshield-mounted smartphone to monitor driver's attention by combining several features. We derive a driver attention rating by fusing spatio-temporal features based on the driver state and behavior such as hea...

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Veröffentlicht in:	IEEE transactions on biometrics, behavior, and identity science behavior, and identity science, 2020-04, Vol.2 (2), p.98-108
Hauptverfasser:	Dua, Isha, Nambi, Akshay Uttama, Jawahar, C. V., Padmanabhan, Venkata N.
Format:	Artikel
Sprache:	eng
Schlagworte:	<monospace xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">AutoRate attention based <monospace xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">AutoRate Biomedical monitoring Cameras Driver behavior driver behavior analysis Drivers Eye movements Gold Head movement Monitoring personalization Task analysis Temperature sensors Vehicles visualization Windshields
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