Discovering Team Structures in Soccer from Spatiotemporal Data

In team sports like soccer, utilizing tracking data for analysis is challenging due to the dynamic and multi-agent nature of the data. The biggest issue surrounds the changing of positions or "roles" between players on a frame-to-frame basis, which causes misalignment of the data and makes...

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Veröffentlicht in:IEEE transactions on knowledge and data engineering 2016-10, Vol.28 (10), p.2596-2605
Hauptverfasser: Bialkowski, Alina, Lucey, Patrick, Carr, Peter, Matthews, Iain, Sridharan, Sridha, Fookes, Clinton
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Sprache:eng
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