Real-Time Detection System of Driver Distraction Using Machine Learning

• Published in: IEEE transactions on intelligent transportation systems Vol. 14; no. 2; pp. 894 - 905
• Main Authors: Tango, Fabio, Botta, M.
• Format: Journal Article
• Language: English
• Published: IEEE 01.06.2013
• Subjects: Accident prevention; artificial intelligence and machine learning (ML); Artificial neural networks; driver distraction and inattention; Fuzzy logic; intelligent supporting systems; Real-time systems; Safety; Training; Vehicles; Visualization
• ISSN: 1524-9050; 1558-0016
• DOI: 10.1109/TITS.2013.2247760

There is accumulating evidence that driver distraction is a leading cause of vehicle crashes and incidents. In particular, increased use of so-called in-vehicle information systems (IVIS) and partially autonomous driving assistance systems (PADAS) have raised important and growing safety concerns. T...