Naslov
Driver monitoring using the in-vehicle camera

Autori
Mašanović, Luka ; Vranješ, Mario ; Džakula, Radomir ; Lukač, Željko

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

Izvornik
2019 Zooming Innovation in Consumer Electronics International Conference / - Novi Sad, 2019, 1-6

Skup
Zooming Innovation in Consumer Technologies Conference (ZINC 2019)

Mjesto i datum
Novi Sad, Srbija, 29.05.2019. - 30.05.2019

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
driver monitoring, fatigue detection, vehicle

Sažetak
One of the possible ways to reduce the number of accidents in traffic is to track the driver’s condition. In this paper, a new driver monitoring algorithm, which operates on a video captured from the camera located in the instrument panel in the vehicle, is presented. The algorithm examines the presence of the driver's head in each frame and checks whether the driver has unusually long-closed eyes, whether the driver looks sideways, and whether the driver’s head has dropped for a long time. The algorithm is tested using ten different videos recorded under different light conditions. The algorithm generally achieves high performance, while for some lighting conditions a certain algorithm upgrading would be necessary to maintain a high level of accuracy.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo

POVEZANOST RADA