Combining video and player telemetry for evidence-based decisions in soccer
Deutscher übersetzter Titel: | Kombination von Video und Spieler-Telemetrie für evidenzbasierte Entscheidungen im Fußball |
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Autor: | Johansen, Håvard D.; Pettersen, Svein Arne; Halvorsen, Pål; Johansen, Dag |
Erschienen in: | icSPORTS 2013 : proceedings of the International Congress on Sports Science Research and Technology Support ; September 20-22, 2013, in Vilamoura, Algarve, Portugal |
Veröffentlicht: | Cham: Science and Technology Publications (Verlag), 2013, S. 197-205, Lit. |
Herausgeber: | International Congress on Sports Science Research and Technology Support |
Format: | Literatur (SPOLIT) |
Publikationstyp: | Sammelwerksbeitrag |
Medienart: | Elektronische Ressource (online) Gedruckte Ressource |
Dokumententyp: | Tagungsband |
Sprache: | Englisch |
DOI: | 10.5220/0004676101970205 |
Schlagworte: | |
Online Zugang: | |
Erfassungsnummer: | PU201609006459 |
Quelle: | BISp |
Abstract des Autors
Technology is changing how soccer clubs train and interact with their supporters. Systems that provide acquisition and visualization of low-level player telemetry, like distance covered and speed, are already being widely adopted. A key observation is that such data when correlated with actual in-game video footage is a powerful tool for evidence-based decisions. As data volume and complexity grow, efficient tools for automated high-precision retrieval become essential. This paper describes the unique combination of a radio-based sensor platform and several custom video retrieval systems in operational use at TIL, a Norwegian premier league soccer club. The systems have been developed using an experimental computer-science method where several prototypes were built and deployed for evaluation in close collaboration with the intended users. Although our method of computer-system prototyping has not yielded commercial quality products, it has enabled us to construct several novel systems combining low-level player telemetry with video retrieval, annotations, and user-centric security.