Take your eyes off the ball: Improving ball-tracking by focusing on team play

•We investigate ball tracking in team sports from multiple cameras.•We introduce a state space that explicitly accounts for the ball ownership.•We utilize the players’ trajectories to achieve dependable ball tracking.•We model our loss function as a CRF, and learn the potentials from training data.•...

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