SoccerNet-Depth: a scalable dataset for monocular depth estimation in sports videos

A Leduc, A Cioppa, S Giancola… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract Monocular Depth Estimation (MDE) is fundamental in sports video understanding
enhancing augmented graphics scene understanding and game state reconstruction …

Beyond the Premier: Assessing action spotting transfer capability across diverse domains

B Cabado, A Cioppa, S Giancola… - Proceedings of the …, 2024 - openaccess.thecvf.com
Football stands as one of the most successful sports in history thanks to the plethora of
professional leagues broadcasted worldwide followed by avid fans further fueled by the …

X-vars: Introducing explainability in football refereeing with multi-modal large language models

J Held, H Itani, A Cioppa, S Giancola… - Proceedings of the …, 2024 - openaccess.thecvf.com
The rapid advancement of artificial intelligence has led to significant improvements in
automated decision-making. However the increased performance of models often comes at …

A universal protocol to benchmark camera calibration for sports

F Magera, T Hoyoux, O Barnich… - Proceedings of the …, 2024 - openaccess.thecvf.com
Camera calibration is a crucial component in the realm of sports analytics as it serves as the
foundation to extract 3D information out of the broadcast images. Despite the significance of …

Keypoint Promptable Re-Identification

V Somers, C De Vleeschouwer, A Alahi - arXiv preprint arXiv:2407.18112, 2024 - arxiv.org
Occluded Person Re-Identification (ReID) is a metric learning task that involves matching
occluded individuals based on their appearance. While many studies have tackled …

Eigen-Cluster VIS: Improving Weakly-supervised Video Instance Segmentation by Leveraging Spatio-temporal Consistency

F Arefi, AM Mansourian, S Kasaei - arXiv preprint arXiv:2408.16661, 2024 - arxiv.org
The performance of Video Instance Segmentation (VIS) methods has improved significantly
with the advent of transformer networks. However, these networks often face challenges in …

Towards AI-Powered Video Assistant Referee System for Association Football

J Held, A Cioppa, S Giancola, A Hamdi… - arXiv preprint arXiv …, 2024 - arxiv.org
Over the past decade, the technology used by referees in football has improved
substantially, enhancing the fairness and accuracy of decisions. This progress has …

OSL-ActionSpotting: A Unified Library for Action Spotting in Sports Videos

Y Benzakour, B Cabado, S Giancola… - … Workshop on Sport …, 2024 - ieeexplore.ieee.org
Action spotting is crucial in sports analytics as it enables the precise identification and
categorization of pivotal moments in sports matches, providing insights that are essential for …