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Player Tracking in Sports Videos
U: 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE, 2020. str. 334-340. https://doi.org/10.1109/CloudCom.2019.00058
Burić, Matija; Ivašić-Kos, Marina; Pobar, Miran

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Burić, M., Ivašić Kos, M. i Pobar, M. (2020). Player Tracking in Sports Videos. 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom) (str. 334-340). IEEE. doi: 10.1109/CloudCom.2019.00058

Burić, Matija, et al. "Player Tracking in Sports Videos." 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), IEEE, 2020, str. 334-340. https://urn.nsk.hr/urn:nbn:hr:195:183966

Burić, Matija, Marina Ivašić Kos i Miran Pobar. "Player Tracking in Sports Videos." U 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 334-340. IEEE, 2020. Citirano 06.05.2024.. https://urn.nsk.hr/urn:nbn:hr:195:183966

Burić, M., Ivašić Kos, M. i Pobar, M. (2020) 'Player Tracking in Sports Videos', 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), IEEE, str. 334-340. Preuzeto s: https://urn.nsk.hr/urn:nbn:hr:195:183966 (Datum pristupa: 06.05.2024.)

Burić M, Ivašić Kos M, Pobar M. Player Tracking in Sports Videos. 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE; 2020. Str. 334-340. [pristupljeno 06.05.2024.] Dostupno na: https://urn.nsk.hr/urn:nbn:hr:195:183966

M. Burić, M. Ivašić Kos i M. Pobar, "Player Tracking in Sports Videos", 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom) IEEE, 2020. [Online] Dostupno na: https://urn.nsk.hr/urn:nbn:hr:195:183966 [Citirano: 06.05.2024.]

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Podaci o radu
Naslov (engleski)Player Tracking in Sports Videos
AutorMatija Burić https://orcid.org/0000-0003-3528-7550
AutorMarina Ivašić-Kos https://orcid.org/0000-0002-1940-5089
AutorMiran Pobar https://orcid.org/0000-0001-5604-2128
Autorova ustanovaSveučilište u Rijeci
(Fakultet informatike i digitalnih tehnologija)
Znanstveno / umjetničko
područje, polje i grana		DRUŠTVENE ZNANOSTI
Informacijske i komunikacijske znanosti
Znanstveno / umjetničko
područje, polje i grana		TEHNIČKE ZNANOSTI
Računarstvo
Umjetna inteligencija
Sažetak (engleski)
This paper considers the problem of tracking the players in handball videos using a single video source. Tracking of handball players in the video is a difficult task as they can frequently leave and re-enter the camera field of view, often change directions quickly and occlude each other. Players wear similar team uniforms, play indoor under artificial illumination, with the background than can vary significantly as the handball court is often painted in various colors. The continually improving accuracy of CNN-based object detectors makes tracking-by-detection methods an attractive choice for tracking players in sports videos as they can perform online and with low computational requirements on top of object detection. Here we consider the use of three tracking-by-detection methods in conjunction with the YOLO object detector, namely the standard Hungarian assignment algorithm, the Simple Online, and Real-time Tracking (SORT) algorithm that adds a motion model, and its extension Deep SORT. The methods are tested on a custom dataset of handball video scenes.
Ključne riječi (engleski)
Jezikengleski
Vrsta publikacijeZnanstveni rad - Izvorni znanstveni rad
Status objaveObjavljen
Vrsta recenzijeRecenziran - međunarodna recenzija
Verzija publikacijeZavršna verzija rukopisa prihvaćena za objavljivanje (postprint)
Naslov zbornika2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom)
Brojčani podacistr. 334-340
ISBN978-1-7281-5011-6
e-ISSN2330-2186
DOIhttps://doi.org/10.1109/CloudCom.2019.00058
URN:NBNurn:nbn:hr:195:183966
Datum objave elektroničkog izdanja2020-01-28
SkupNaziv: 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom)
Kratica: CloudCom
Lokacija: Sydney, Australija
Datum početka: 2019-12-11
Datum završetka: 2019-12-13
Vrsta izlaganja: Predavanje
URL dokumentahttps://ieeexplore.ieee.org/abstract/document/8968839
Vrsta resursaTekst
IzdavačIEEE
Prava pristupaOtvoreni pristup
Uvjeti korištenjaIkona licence Zaštićeno autorskim pravom.
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Datum i vrijeme pohrane2023-02-02 12:44:24