Naslov
A Neural-Network-Based System for Monitoring Driver Fatigue

Autori
Ribarić, Slobodan ; Lovrenčić, Juraj ; Pavešić, Nikola

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 15th IEEE Mediterranian Electromechanical Conference / Carl James Debono - Valletta : Institute of Electrical and Electronics Engineers (IEEE), 2010, 1356-1361

ISBN
978-1-4244-5794-6

Skup
15th IEEE Mediterranian Electromechanical Conference

Mjesto i datum
Valletta, Malta, 25.04.2010. - 28.04.2010

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Neural Network; Driver fatigue; Knowledge-based system

Sažetak
A driver's lack of attention due to fatigue or sleepiness is one of the major reasons for traffic accidents. As a result, over the past ten years there has been an increased interest in the methods, techniques and technologies for developing driverfatigue monitoring systems. In this paper we describe a prototype of a neural-network-based system for monitoring driver fatigue. The system consists of a combination of neural-network-based modules for the extraction of visual bio-behavioural features and a knowledge-based decision module. The prototype of the system was tested under laboratory conditions and the results of the experiment are presented

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA