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Pregled bibliografske jedinice broj: 1006755

Driver monitoring using the in-vehicle camera


(Institut RT-RK Novi Sad za sisteme zasnovane na računaru ; Fakultet tehničkih nauka Novi Sad) Mašanović, Luka; Vranješ, Mario; Džakula, Radomir; Lukač, Željko
Driver monitoring using the in-vehicle camera // 2019 Zooming Innovation in Consumer Electronics International Conference
Novi Sad, 2019. str. 1-6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


CROSBI ID: 1006755 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Driver monitoring using the in-vehicle camera

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

Kolaboracija
Institut RT-RK Novi Sad za sisteme zasnovane na računaru ; Fakultet tehničkih nauka Novi Sad

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
2019 Zooming Innovation in Consumer Electronics International Conference

Mjesto i datum
Novi Sad, Srbija, 29-30.05.2019

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


Projekti:
UNIOS-ZUP 2018-6

Ustanove:
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek

Profili:

Avatar Url Mario Vranješ (autor)


Citiraj ovu publikaciju

(Institut RT-RK Novi Sad za sisteme zasnovane na računaru ; Fakultet tehničkih nauka Novi Sad) Mašanović, Luka; Vranješ, Mario; Džakula, Radomir; Lukač, Željko
Driver monitoring using the in-vehicle camera // 2019 Zooming Innovation in Consumer Electronics International Conference
Novi Sad, 2019. str. 1-6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
(Institut RT-RK Novi Sad za sisteme zasnovane na računaru ; Fakultet tehničkih nauka Novi Sad) (Institut RT-RK Novi Sad za sisteme zasnovane na računaru, Fakultet tehničkih nauka Novi Sad) Mašanović, L., Vranješ, M., Džakula, R. & Lukač, Ž. (2019) Driver monitoring using the in-vehicle camera. U: 2019 Zooming Innovation in Consumer Electronics International Conference.
@article{article, year = {2019}, pages = {1-6}, keywords = {driver monitoring, fatigue detection, vehicle}, title = {Driver monitoring using the in-vehicle camera}, keyword = {driver monitoring, fatigue detection, vehicle}, publisherplace = {Novi Sad, Srbija} }
@article{article, year = {2019}, pages = {1-6}, keywords = {driver monitoring, fatigue detection, vehicle}, title = {Driver monitoring using the in-vehicle camera}, keyword = {driver monitoring, fatigue detection, vehicle}, publisherplace = {Novi Sad, Srbija} }




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