[HTML][HTML] Networks beyond pairwise interactions: Structure and dynamics

F Battiston, G Cencetti, I Iacopini, V Latora, M Lucas… - Physics reports, 2020 - Elsevier
The complexity of many biological, social and technological systems stems from the richness
of the interactions among their units. Over the past decades, a variety of complex systems …

A systematic literature review of intelligent data analysis methods for smart sport training

A Rajšp, I Fister Jr - Applied Sciences, 2020 - mdpi.com
The rapid transformation of our communities and our way of life due to modern technologies
has impacted sports as well. Artificial intelligence, computational intelligence, data mining …

Soccernet-v2: A dataset and benchmarks for holistic understanding of broadcast soccer videos

A Deliege, A Cioppa, S Giancola… - Proceedings of the …, 2021 - openaccess.thecvf.com
Understanding broadcast videos is a challenging task in computer vision, as it requires
generic reasoning capabilities to appreciate the content offered by the video editing. In this …

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 …

SoccerTrack: A dataset and tracking algorithm for soccer with fish-eye and drone videos

A Scott, I Uchida, M Onishi, Y Kameda… - Proceedings of the …, 2022 - openaccess.thecvf.com
Tracking devices that can track both players and balls are critical to the performance of
sports teams. Recently, significant effort has been focused on building larger broadcast …

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 …

Scaling up SoccerNet with multi-view spatial localization and re-identification

A Cioppa, A Deliege, S Giancola, B Ghanem… - Scientific data, 2022 - nature.com
Soccer videos are a rich playground for computer vision, involving many elements, such as
players, lines, and specific objects. Hence, to capture the richness of this sport and allow for …

TacticAI: an AI assistant for football tactics

Z Wang, P Veličković, D Hennes, N Tomašev… - Nature …, 2024 - nature.com
Identifying key patterns of tactics implemented by rival teams, and developing effective
responses, lies at the heart of modern football. However, doing so algorithmically remains …

SoccerNet game state reconstruction: End-to-end athlete tracking and identification on a minimap

V Somers, V Joos, A Cioppa… - Proceedings of the …, 2024 - openaccess.thecvf.com
Tracking and identifying athletes on the pitch holds a central role in collecting essential
insights from the game such as estimating the total distance covered by players or …

SoccerNet-caption: Dense video captioning for soccer broadcasts commentaries

H Mkhallati, A Cioppa, S Giancola… - Proceedings of the …, 2023 - openaccess.thecvf.com
Soccer is more than just a game-it is a passion that transcends borders and unites people
worldwide. From the roar of the crowds to the excitement of the commentators, every …