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A Neural-Network-Based System for Monitoring Driver Fatigue (CROSBI ID 563325)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Ribarić, Slobodan ; Lovrenčić, Juraj ; Pavešić, Nikola A Neural-Network-Based System for Monitoring Driver Fatigue // Proceedings of the 15th IEEE Mediterranian Electromechanical Conference / Carl James Debono (ur.). Valletta: Institute of Electrical and Electronics Engineers (IEEE), 2010. str. 1356-1361

Podaci o odgovornosti

Ribarić, Slobodan ; Lovrenčić, Juraj ; Pavešić, Nikola

engleski

A Neural-Network-Based System for Monitoring Driver Fatigue

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

Neural Network; Driver fatigue; Knowledge-based system

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Podaci o prilogu

1356-1361.

2010.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of the 15th IEEE Mediterranian Electromechanical Conference

Carl James Debono

Valletta: Institute of Electrical and Electronics Engineers (IEEE)

978-1-4244-5794-6

Podaci o skupu

15th IEEE Mediterranian Electromechanical Conference

predavanje

25.04.2010-28.04.2010

Valletta, Malta

Povezanost rada

Računarstvo