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A Neural-Network-Based System for Monitoring Driver Fatigue


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: IEEE, 2010. str. 1356-1361 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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 : 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

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


Projekt / tema
036-0361935-1954 - Teorija, modeliranje i uporaba autonomno orijentiranih računarskih struktura (Slobodan Ribarić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Autor s matičnim brojem:
Slobodan Ribarić, (112300)

Citiraj ovu publikaciju

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: IEEE, 2010. str. 1356-1361 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Ribarić, S., Lovrenčić, J. & Pavešić, N. (2010) A Neural-Network-Based System for Monitoring Driver Fatigue. U: Carl James Debono (ur.)Proceedings of the 15th IEEE Mediterranian Electromechanical Conference.
@article{article, year = {2010}, pages = {1356-1361}, keywords = {Neural Network, Driver fatigue, Knowledge-based system}, isbn = {978-1-4244-5794-6}, title = {A Neural-Network-Based System for Monitoring Driver Fatigue}, keyword = {Neural Network, Driver fatigue, Knowledge-based system}, publisher = {IEEE}, publisherplace = {Valletta, Malta} }