Enhancing ball detection in football videos using attention mechanisms in FPN-based CNNS

While deep learning models have significantly advanced player detection in sports analytics, accurately identi fying the football remains a persistent challenge due to its small size, rapid movement, frequent occlusions, and visual similarity to other elements such as player socks, logos, and field...

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Datum:2025
Hauptverfasser: Ivasenko, I.B., Bishyr, S.S.
Format: Artikel
Sprache:English
Veröffentlicht: PROBLEMS IN PROGRAMMING 2025
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Online Zugang:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/837
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