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cs.LG2026
Wide Open Gazes: Quantifying Visual Exploratory Behavior in Soccer with Pose Enhanced Positional Data
Joris Bekkers
Traditional approaches to measuring visual exploratory behavior in soccer rely on counting visual exploratory actions (VEAs) based on rapid head movements exceeding 125°/s, but thi…
cs.LG2025
EFPI: Elastic Formation and Position Identification in Football (Soccer) using Template Matching and Linear Assignment
Joris Bekkers
Understanding team formations and player positioning is crucial for tactical analysis in football (soccer). This paper presents a flexible method for formation recognition and play…
cs.LG2024
A Graph Neural Network deep-dive into successful counterattacks
Joris Bekkers, Amod Sahasrabudhe
A counterattack in soccer is a high speed, high intensity direct attack that can occur when a team transitions from a defensive state to an attacking state after regaining possessi…