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master's thesis
Primjena računalnog vida za brojanje putnika u javnom gradskom prijevozu
Zagreb: University of Zagreb, Faculty of Transport and Traffic Sciences, 2022. urn:nbn:hr:119:534479
Szabo, Robert
University of Zagreb
Faculty of Transport and Traffic Sciences
Division of Transport
Department of Information and Communications Traffic

Institutional repository: Faculty of Transport and Traffic Sciences

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Szabo, R. (2022). Primjena računalnog vida za brojanje putnika u javnom gradskom prijevozu (Master's thesis). Zagreb: University of Zagreb, Faculty of Transport and Traffic Sciences. Retrieved from https://urn.nsk.hr/urn:nbn:hr:119:534479

Szabo, Robert. "Primjena računalnog vida za brojanje putnika u javnom gradskom prijevozu." Master's thesis, University of Zagreb, Faculty of Transport and Traffic Sciences, 2022. https://urn.nsk.hr/urn:nbn:hr:119:534479

Szabo, Robert. "Primjena računalnog vida za brojanje putnika u javnom gradskom prijevozu." Master's thesis, University of Zagreb, Faculty of Transport and Traffic Sciences, 2022. https://urn.nsk.hr/urn:nbn:hr:119:534479

Szabo, R. (2022). 'Primjena računalnog vida za brojanje putnika u javnom gradskom prijevozu', Master's thesis, University of Zagreb, Faculty of Transport and Traffic Sciences, accessed 28 December 2024, https://urn.nsk.hr/urn:nbn:hr:119:534479

Szabo R. Primjena računalnog vida za brojanje putnika u javnom gradskom prijevozu [Master's thesis]. Zagreb: University of Zagreb, Faculty of Transport and Traffic Sciences; 2022 [cited 2024 December 28] Available at: https://urn.nsk.hr/urn:nbn:hr:119:534479

R. Szabo, "Primjena računalnog vida za brojanje putnika u javnom gradskom prijevozu", Master's thesis, University of Zagreb, Faculty of Transport and Traffic Sciences, Zagreb, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:119:534479

Metadata
TitlePrimjena računalnog vida za brojanje putnika u javnom gradskom prijevozu
Title (english)Computer Vision Applications in Public Transport Passenger Couting
AuthorRobert Szabo
MentorIvan Grgurević (mentor)
Committee memberZvonko Kavran (predsjednik povjerenstva)
Committee memberMario Muštra (član povjerenstva)
Committee memberMarko Periša (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Transport and Traffic Sciences
(Division of Transport)
(Department of Information and Communications Traffic)
Zagreb
Defense date and country2022-09-06, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Traffic and Transport Technology
Intelligent Transport Systems and Logistics
Abstract
Provođenje preciznog i pouzdanog brojanja putnika bitan je zadatak kako bi se ostvarilo kvalitetnije planiranje javnog gradskog prijevoza. Cilj ovog rada je pregled primjene računalnog vida za brojanje putnika u javnom gradskom prijevozu te donošenje zaključaka o opravdanosti primjene računalnog vida na osnovi usporedne analize s drugim komunikacijskim tehnologijama. Kroz rad istražene su različite tehnologije za brojanje putnika, a najviše se fokusiralo na računalni vid. Istražene su funkcionalnosti računalnog vida u prometu, ali i u drugim područjima primjene. Kroz primjere iz već postojećih sustava istraženo je kako je potrebno dizajnirati arhitekturu sustava računalnog vida u prometu. Način dizajniranja arhitekture uvjetovan je time da se ostavi prostora za druge podsustave te je cilj da se na kraju svi sustavi spoje u jednu cjelinu. Preciznost različitih modela brojanja putnika putem računalnog vida istražena je i prikazana kroz analizu. Također, istraženi su i načini brojanja putnika putem Wi-Fi tehnologije te su međusobno uspoređeni.
Abstract (english)
Conducting accurate and reliable passenger counting is an important task in order to achieve better planning of urban public transport. The aim of this paper is to review application of computer vision for counting passengers in public urban transport and to draw conclusions about computer vision implementation based on comparative analysis with other communication technologies. Different technologies for passenger counting are explored throughout the paper but the main focus was on computer vision. Also, this paper explores functionalities of computer vision in other fields as well as traffic. Through real life examples of already implemented systems it is explored how to correctly design architecture of the computer vision system in traffic. Way of designing appropriate architecture is conditioned to leave open space for other subsystems in order to be able to connect everything into one system. Accuracy of different computer vision models for passenger counting is explored through analysis. Also, passenger counting with Wi-Fi technology is also analysed and compared with computer vision methods.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:119:534479
Study programmeTitle: Intelligent Transport Systems and Logistics
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka prometa (magistar/magistra inženjer/inženjerka prometa)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2022-09-21 09:29:25