Naslov
Multiple Object Tracking for Football Game Analysis

Autori
Kalafatić, Zoran ; Hrkać, Tomislav ; Brkić, Karla

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of MIPRO 2022 45th Jubilee International Convention / Skala, Karolj - Rijeka : Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2022, 1075-1080

ISBN
978-953233103-5

Skup
45th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2022)

Mjesto i datum
Opatija, Hrvatska, 23.05.2022. - 27.05.2022

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
computer vision ; multiple object tracking ; object detector

Sažetak
We consider the problem of tracking football players in video captured from one side of the football field. The task is challenging due to frequent occlusions of players, varying size of players’ projections, changing illumination and similar appearance of players of the same team. We approach the problem using the tracking-by- detection paradigm, where an object detector is applied to individual video frames and the tracker tries to associate the detector responses and form the trajectories by using some motion model. We provide experiments using a classic object detector based on background modeling as well as a deep learning based detector.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA