BallTrack: Football ball tracking for real-time CCTV systems
Jacek Komorowski , Grzegorz Kurzejamski , Grzegorz Sarwas
AbstractThe paper describes a deep network based system specialized for ball detection in long shot videos. System comprises of flexible detector and classical particle tracking. The core contribution is incorporation of hy-percolumn concept in the processing pipeline achieving real-time tracking on 12MPx videos. System achieves state-of-the-art results in ISSIA-CNR Soccer Dataset and its feasibility has been tested on 4 camera prototype system.
|Publication size in sheets||0.5|
|Book||Proceedings of MVA 2019 International Conference on Machine Vision Applications, 2019, MVA Organization, ISBN 978-4-901122-18-4, [978-1-7281-0925-1], 414 p.|
|Score||= 5.0, 18-12-2019, ChapterFromConference|
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