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 …
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 …
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
The rapid advancement of artificial intelligence has led to significant improvements in
automated decision-making. However the increased performance of models often comes at …
automated decision-making. However the increased performance of models often comes at …
SoccerNet game state reconstruction: End-to-end athlete tracking and identification on a minimap
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 …
insights from the game such as estimating the total distance covered by players or …
A universal protocol to benchmark camera calibration for sports
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 …
foundation to extract 3D information out of the broadcast images. Despite the significance of …
Keypoint Promptable Re-Identification
Occluded Person Re-Identification (ReID) is a metric learning task that involves matching
occluded individuals based on their appearance. While many studies have tackled …
occluded individuals based on their appearance. While many studies have tackled …
WSESeg: Introducing a Dataset for the Segmentation of Winter Sports Equipment with a Baseline for Interactive Segmentation
R Schön, D Kienzle, R Lienhart - arXiv preprint arXiv:2407.09288, 2024 - arxiv.org
In this paper we introduce a new dataset containing instance segmentation masks for ten
different categories of winter sports equipment, called WSESeg (Winter Sports Equipment …
different categories of winter sports equipment, called WSESeg (Winter Sports Equipment …
STAN: Spatial-Temporal Awareness Network for Temporal Action Detection
In recent years, there have been significant advancements in the field of temporal action
detection. However, few studies have focused on detecting actions in sporting events. In this …
detection. However, few studies have focused on detecting actions in sporting events. In this …
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 …
categorization of pivotal moments in sports matches, providing insights that are essential for …
Investigating Event-Based Cameras for Video Frame Interpolation in Sports
A Deckyvere, A Cioppa, S Giancola… - … Workshop on Sport …, 2024 - ieeexplore.ieee.org
Slow-motion replays provide a thrilling perspective on pivotal moments within sports games,
offering a fresh and captivating visual experience. However, capturing slow-motion footage …
offering a fresh and captivating visual experience. However, capturing slow-motion footage …