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master's thesis
Praćenje igrača u snimkama nogometnih utakmica
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. urn:nbn:hr:168:071406
Oršolić, Matija
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Oršolić, M. (2018). Praćenje igrača u snimkama nogometnih utakmica (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:071406

Oršolić, Matija. "Praćenje igrača u snimkama nogometnih utakmica." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:071406

Oršolić, Matija. "Praćenje igrača u snimkama nogometnih utakmica." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:071406

Oršolić, M. (2018). 'Praćenje igrača u snimkama nogometnih utakmica', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 22 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:071406

Oršolić M. Praćenje igrača u snimkama nogometnih utakmica [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2018 [cited 2024 November 22] Available at: https://urn.nsk.hr/urn:nbn:hr:168:071406

M. Oršolić, "Praćenje igrača u snimkama nogometnih utakmica", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2018. Available at: https://urn.nsk.hr/urn:nbn:hr:168:071406

Metadata
TitlePraćenje igrača u snimkama nogometnih utakmica
Title (english)Tracking of Players in Football Game Video
AuthorMatija Oršolić
MentorZoran Kalafatić (mentor)
Committee memberZoran Kalafatić (predsjednik povjerenstva)
Committee memberTomislav Hrkać (član povjerenstva)
Committee memberSiniša Šegvić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2018-07-17, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Proučene su mogućnosti naknadne obrade rezultata algoritma za praćenje više objekata. Opisani su i međusobno uspoređeni sljedeći algoritmi za praćenje objekata: Boosting, MIL, KCF, Median Flow i TLD. Usporedba je izvršena nad pet minutnom video sekvencom nogometne utakmice, koja je zbog kompleksnosti problema podijeljena u više malih video sekvenci od kojih svaka testira specifični slučaj. Opisani su neki načini evaluacije algoritama za praćenje objekata. Za evaluaciju i usporedbu korištena je CLEAR MOT metoda koja kao izlaz daje preciznost i točnost algoritma za praćenje više objekata. Konačno, prikazani su rezultati evaluacije i usporedbe te je na temelju rezultata zaključeno da se uz pomoć razmatranih algoritama za praćenje objekta naknadna ljudska obrada izlaza algoritma za praćenje više objekata ne može smanjiti.
Abstract (english)
Possibilities for post processing of multi-object tracking algorithm were studied. The following object tracking algorithms have been described and compared: Boosting, MIL, KCF, Median Flow and TLD. The comparison was made over a five-minute football game video sequence, divided into several small sequences because of the complexity of the problem, each of which tests a specific case. Some methods of evaluating object tracking algorithms were described. Evaluation and comparison was done using the CLEAR MOT metrics, which describes the precision and accuracy of the multiple object tracking algorithm. Finally, the results of the evaluation and comparison were presented, and it was concluded that with the help of considered trackers, manual post processing of multiple object tracker output could not be reduced.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:071406
Study programmeTitle: Computing
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
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Created on2019-03-13 23:32:30