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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, 2017. urn:nbn:hr:168:139442
Paun Jarallah, Josip Salaheddin
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Paun Jarallah, J. S. (2017). 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:168:139442

Paun Jarallah, Josip Salaheddin. "Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2017. https://urn.nsk.hr/urn:nbn:hr:168:139442

Paun Jarallah, Josip Salaheddin. "Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2017. https://urn.nsk.hr/urn:nbn:hr:168:139442

Paun Jarallah, J. S. (2017). 'Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 04 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:139442

Paun Jarallah JS. Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2017 [cited 2024 November 04] Available at: https://urn.nsk.hr/urn:nbn:hr:168:139442

J. S. Paun Jarallah, "Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2017. Available at: https://urn.nsk.hr/urn:nbn:hr:168:139442

Metadata
TitleDetekcija i praćenje kretanja igrača u videozapisima sportskih utakmica
Title (english)Detection and Tracking of Players in Video Sequences of Sport Matches
AuthorJosip Salaheddin Paun Jarallah
MentorTomislav Hrkać (mentor)
Committee memberTomislav Hrkać (predsjednik povjerenstva)
Committee memberZoran Kalafatić (član povjerenstva)
Committee memberAlan Jović (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2017-07-12, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Tema ovog diplomskog rada je detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica. Najveći fokus ovog rada je na korištenje algoritama meanshift i camshift u praćenju kretnji, te na implementaciji istih koristeći OpenCV biblioteku i programski jezik Python. Testirana su oba algoritma na različitim videozapisima različitih sportova. Isto tako je testirano i više različitih metoda za detekciju igrača. U konačnoj implementaciji napravljeno je dvije inačice, od kojih jedna se koristi ručnom detekcijom i meanshift algoritmom za praćenje, dok se druga isto koristi ručnom detekcijom ljudi, ali camshift algoritmom za praćenje. Rezultati praćenja više igrača su spremljeni u xml datoteke.
Abstract (english)
The topic of this masters thesis is the detection and tracking of players in video sequences of sport matches. The main focus of this thesis is the use of the meanshift and camshift algorithms for tracking the movement of players and the implementation of those in Python while using the OpenCV library. Both of the algorithms have been tested on different video sequences of different sport matches. Multiple methods for the detection of players have also been tested. In the final implementation there were two versions, one that consists of manual people detection and the meanshift algorithm for tracking, while the other also consists of manual people detection but uses the camshift algorithm for tracking. The results of tracking multiple players have been saved in XML files.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:139442
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 23:39:23