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master's thesis
Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. urn:nbn:hr:168:753962
Bundović, Ante
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Bundović, A. (2020). Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:753962

Bundović, Ante. "Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:753962

Bundović, Ante. "Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:753962

Bundović, A. (2020). 'Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 22 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:753962

Bundović A. Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2020 [cited 2024 November 22] Available at: https://urn.nsk.hr/urn:nbn:hr:168:753962

A. Bundović, "Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:168:753962

Metadata
TitleDetekcija i praćenje kretanja igrača u videozapisima sportskih utakmica
Title (english)Detection and Tracking of Players in Video Sequences of Sport Matches
AuthorAnte Bundović
MentorTomislav Hrkać (mentor)
Committee memberTomislav Hrkać (predsjednik povjerenstva)
Committee memberZoran Kalafatić (član povjerenstva)
Committee memberSiniša Šegvić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2020-07-16, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U radu su opisane ideja i postupak detekcije i praćenja nogometnih igrača u videozapisu nogometne utakmice. Pokazana je primjena i potreba za programom takve vrste. Opisan je algoritam Mask R-CNN korišten za detekciju igrača u videozapisu. Opisan je i algoritam SORT, koji se sastoji od kombinacije algoritama Kalmanovog filtra i Mađarskog algoritma, koji je korišten za praćenje kretanja igrača u videozapisu. Prikazani su rezultati rada aplikacije te su dane smjernice za moguća daljnja poboljšanja.
Abstract (english)
This paper describes an idea and process of development of detection and tracking of football players based on a video match sequence. The use and the need of such application is described. Mask R-CNN algorithm is described and used for detection of footballers in a video match sequence. SORT algorithm, which is a combination of Kalman filter and Hungarian algorithm, is described and used for players tracking in a video match sequence. Finally, the results were presented and a guidance for possible future improvements of the application.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:753962
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
Access conditionsClosed access
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Created on2023-01-13 09:49:27