Using this representation, we find the most likely formation patterns of a team associated with match events across nearly 14 hours of continuous player and ...

Abstract—Although the collection of player and ball tracking data is fast becoming the norm in professional sports, large-scale.

1. (Top) Given a large amount of player and ball tracking data of a particular team, in this paper we devise a method which can discover (bottom) the top ...

The inter-frame segmentation involves boundary and region tracking to capture temporal coherence of moving objects with accurate object boundary information.

This work finds the most likely formation patterns of a team associated with match events across nearly 14 hours of continuous player and ball tracking data ...

We present a "role-based" representation that dynamically updates each player's relative role at each frame and demonstrate how this captures the short-term ...

This approach defines a formation as a spatial arrangement of players from a strategic viewpoint, which can be characterized as a set of individual roles. ...

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1) The document analyzes formation patterns in soccer using 14 hours of player and ball tracking data. 2) It uses a "role-representation" method and feature ...

The advantage of this pairwise approach to measuring team formations (as opposed to, for example, measuring the average positions of each player in the centre ...