Bring it to the pitch: combining video and movement data to enhance team sport analysis

Stein, Manuel; Janetzko, Halldór; Lamprecht, Andreas; Breitkreutz, Thorsten; Zimmermann, Philipp; Goldlucke, Bastian; Schreck, Tobias; Andrienko, Gennady; Grossniklaus, Michael; Keim, Daniel A

doi:10.1109/TVCG.2017.2745181

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Stein, M., Janetzko, H., Lamprecht, A., Breitkreutz, T., Zimmermann, P., Goldlucke, B., Schreck, T., Andrienko, G., Grossniklaus, M., & Keim, D. A. (2018). Bring it to the pitch: combining video and movement data to enhance team sport analysis. IEEE Transactions on Visualization and Computer Graphics, 24(1), 13–22. https://doi.org/10.1109/TVCG.2017.2745181

Abstract

Analysts in professional team sport regularly perform analysis to gain strategic and tactical insights into player and team behavior. Goals of team sport analysis regularly include identification of weaknesses of opposing teams, or assessing performance and improvement potential of a coached team. Current analysis workflows are typically based on the analysis of team videos. Also, analysts can rely on techniques from Information Visualization, to depict e.g., player or ball trajectories. However, video analysis is typically a time-con