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Pregled bibliografske jedinice broj: 470287

Zbornik radova

Autori: Ribarić, Slobodan; Lovrenčić, Juraj; Pavešić, Nikola
Naslov: A Neural-Network-Based System for Monitoring Driver Fatigue
Izvornik: Proceedings of the 15th IEEE Mediterranian Electromechanical Conference / Carl James Debono (ur.). - Valletta : IEEE , 2010. 1356-1361 (ISBN: 978-1-4244-5794-6).
Skup: 15th IEEE Mediterranian Electromechanical Conference
Mjesto i datum: Valletta, Malta, 25-28.04. 2010
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
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: 036-0361935-1954
Izvorni jezik: ENG
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo
Upisao u CROSBI: sribaric@fer.hr (sribaric@fer.hr), 5. Svi. 2010. u 14:28 sati



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