An Overview and Evaluation of Various Face and Eyes Detection Algorithms for Driver Fatigue Monitoring Systems (CROSBI ID 605946)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Lopar, Markan ; Ribarić, Slobodan
engleski
An Overview and Evaluation of Various Face and Eyes Detection Algorithms for Driver Fatigue Monitoring Systems
In this work various methods and algorithms for face and eyes detection are examined in order to decide which of them are applicable for use in a driver fatigue monitoring system. In the case of face detection the standard Viola-Jones face detector has shown best results, while the method of finding the eye centers by means of gradients has proven to be most appropriate in the case of eyes detection. The later method has also a potential for retrieving behavioral parameters needed for estimation of the level of driver fatigue. This possibility will be examined in future work.
driver fatigue monitoring; face detection; eyes detection; behavioral parameters
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Podaci o prilogu
15-18.
2013.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the Croatian Computer Vision Workshop, CCVW 2013, Year 1
Lončarić, Sven ; Šegvić, Siniša
Zagreb: Fakultet elektrotehnike i računarstva Sveučilišta u Zagrebu
1849-1227
Podaci o skupu
Second Croatian Computer Vision Workshop
predavanje
19.09.2013-19.09.2013
Zagreb, Hrvatska