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master's thesis
Detekcija i praćenje igrača u snimkama nogometnih utakmica
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2017. urn:nbn:hr:168:554003
Huljina, Tomislav
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Huljina, T. (2017). Detekcija i 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:168:554003

Huljina, Tomislav. "Detekcija i praćenje igrača u snimkama nogometnih utakmica." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2017. https://urn.nsk.hr/urn:nbn:hr:168:554003

Huljina, Tomislav. "Detekcija i praćenje igrača u snimkama nogometnih utakmica." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2017. https://urn.nsk.hr/urn:nbn:hr:168:554003

Huljina, T. (2017). 'Detekcija i praćenje igrača u snimkama nogometnih utakmica', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 04 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:554003

Huljina T. Detekcija i praćenje igrača u snimkama nogometnih 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:168:554003

T. Huljina, "Detekcija i praćenje igrača u snimkama nogometnih utakmica", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2017. Available at: https://urn.nsk.hr/urn:nbn:hr:168:554003

Metadata
TitleDetekcija i praćenje igrača u snimkama nogometnih utakmica
Title (english)Detection and Tracking of Players in Football Game Video
AuthorTomislav Huljina
MentorZoran Kalafatić (mentor)
Committee memberZoran Kalafatić (predsjednik povjerenstva)
Committee memberTomislav Hrkać (član povjerenstva)
Committee memberSlobodan Ribarić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2017-07-18, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U radu je opisan jedan pristup u izradi sustava koji može pronaći i pratiti nogometne igrače na snimci utakmice. Sustav koristi razne algoritme računalnoga vida. Na samome početku potrebno je odrediti područje terena na snimci. Nakon toga se pronalaze početne pozicije igrača na terenu koji se zatim prate. Za zadatak praćenja je isprobano nekoliko algoritama. Na samome kraju dobivaju se trajektorije igrača. Trajektorije se zatim dodatno analiziraju i spremaju u datoteku za buduću upotrebu. Korišteni algoritmi praćenja su uspoređeni na temelju uspješnosti praćenja i vremena izvođenja. Sustav je implementiran u programskom jeziku C++ pomoću biblioteke OpenCV.
Abstract (english)
In this paper an approach in building a system that can find and track football players in a video of a game is described. The system uses different computer vision algorithms. At the beginning it is necessary to determine the position of the pitch in the video. After that the positions of players are found and they are tracked after that. For the task of tracking a few algorithms have been tested. At the end the trajectories of the players are acquired. The trajectories are then further analysed and saved in a file for future use. The used tracking algorithms are compared based on tracking performance and running time. The system was implemented in C++ programming language and with OpenCV library.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:554003
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 20:55:01