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master's thesis
Praćenje stanja vozača pomoću kamere u vozilu
2018. urn:nbn:hr:200:255470
Mašanović, Luka
Josip Juraj Strossmayer University of Osijek
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
Department of Communications
Chair of Multimedia Systems and Digital Television

Cite this document

Mašanović, L. (2018). Praćenje stanja vozača pomoću kamere u vozilu (Master's thesis). Retrieved from https://urn.nsk.hr/urn:nbn:hr:200:255470

Mašanović, Luka. "Praćenje stanja vozača pomoću kamere u vozilu." Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2018. https://urn.nsk.hr/urn:nbn:hr:200:255470

Mašanović, Luka. "Praćenje stanja vozača pomoću kamere u vozilu." Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2018. https://urn.nsk.hr/urn:nbn:hr:200:255470

Mašanović, L. (2018). 'Praćenje stanja vozača pomoću kamere u vozilu', Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, accessed 01 October 2020, https://urn.nsk.hr/urn:nbn:hr:200:255470

Mašanović L. Praćenje stanja vozača pomoću kamere u vozilu [Master's thesis]. Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek; 2018 [cited 2020 October 01] Available at: https://urn.nsk.hr/urn:nbn:hr:200:255470

L. Mašanović, "Praćenje stanja vozača pomoću kamere u vozilu", Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, Osijek, 2018. Available at: https://urn.nsk.hr/urn:nbn:hr:200:255470

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Metadata
TitlePraćenje stanja vozača pomoću kamere u vozilu
Title (english)Driver monitoring using the camera in the vehicle
AuthorLuka Mašanović
MentorMario Vranješ (mentor)
Committee memberMario Vranješ (predsjednik povjerenstva)
Committee memberMarijan Herceg (član povjerenstva)
Committee memberRatko Grbić (član povjerenstva)
GranterJosip Juraj Strossmayer University of Osijek
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
(Department of Communications)
(Chair of Multimedia Systems and Digital Television)
Osijek
Defense date and country2018-09-27, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Data Processing
Abstract
U diplomskom radu napravljen je algoritam za praćenje stanja vozača pomoću kamere u vozilu. Pri izradi korištena je OpenCV biblioteka te Viola - Jones algoritam za detekciju objekata. Algoritam detektira vozačevu glavu u svakom okviru i koristi tri detektora; detektor za oči, profil i prednju stranu lica. Nakon toga algoritam prati da li vozač ima zatvorene oči, gleda li u stranu te ima li glavu spuštenu predugo. Rješenje je uspješno testirano u različitim svjetlosnim uvjetima. Rezultati su pokazali da za određene svjetlosne uvjete algoritam postiže visoke performanse, dok bi za neke svjetlosne uvjete bila potrebna nadogradnja kako bi se dobili točniji rezultati.
Abstract (english)
In the graduate thesis, a driver tracking algorithm was created using the camera in the vehicle. In development process OpenCV library and Viola - Jones algorithm was used for object detection. Algorithm detects the driver's head in each frame and uses three detectors; eye, profile and front face detector. After that, the algorithm tracks whether the driver has closed eyes, looking sideways, and whether the head has been down for too long. The solution has been successfully tested under different light conditions. The results show that for some light conditions the algorithm achieves high efficiency, while some light conditions require upgrading to get more accurate results.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:200:255470
Study programmeTitle: Graduate University Study Programme in Computer Engineering
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2018-10-03 11:26:53