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 …

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 …

Towards active learning for action spotting in association football videos

S Giancola, A Cioppa, J Georgieva… - Proceedings of the …, 2023 - openaccess.thecvf.com
Association football is a complex and dynamic sport, with numerous actions occurring
simultaneously in each game. Analyzing football videos is challenging and requires …

TemPose: a new skeleton-based transformer model designed for fine-grained motion recognition in badminton

M Ibh, S Grasshof, D Witzner… - Proceedings of the …, 2023 - openaccess.thecvf.com
This paper presents TemPose, a novel skeleton-based transformer model designed for fine-
grained motion recognition to improve understanding of the detailed player actions in …

A survey of deep learning in sports applications: Perception, comprehension, and decision

Z Zhao, W Chai, S Hao, W Hu, G Wang, S Cao… - arXiv preprint arXiv …, 2023 - arxiv.org
Deep learning has the potential to revolutionize sports performance, with applications
ranging from perception and comprehension to decision. This paper presents a …

All keypoints you need: Detecting arbitrary keypoints on the body of triple, high, and long jump athletes

K Ludwig, J Lorenz, R Schön… - Proceedings of the …, 2023 - openaccess.thecvf.com
Performance analyses based on videos are commonly used by coaches of athletes in
various sports disciplines. In individual sports, these analyses mainly comprise the body …

VIRD: immersive match video analysis for high-performance badminton coaching

T Lin, A Aouididi, Z Chen, J Beyer… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Badminton is a fast-paced sport that requires a strategic combination of spatial, temporal,
and technical tactics. To gain a competitive edge at high-level competitions, badminton …

Pose2Trajectory: Using transformers on body pose to predict tennis player's trajectory

A AlShami, T Boult, J Kalita - Journal of Visual Communication and Image …, 2023 - Elsevier
Tracking the trajectory of tennis players can help camera operators in production. Predicting
future movement enables cameras to automatically track and predict a player's future …

Detecting arbitrary keypoints on limbs and skis with sparse partly correct segmentation masks

K Ludwig, D Kienzle, J Lorenz… - Proceedings of the …, 2023 - openaccess.thecvf.com
Analyses based on the body posture are crucial for top-class athletes in many sports
disciplines. If at all, coaches label only the most important keypoints, since manual …

A Stroke of Genius: Predicting the Next Move in Badminton

M Ibh, S Graßhof, DW Hansen - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
This paper presents a transformer encoder-decoder model for predicting future badminton
strokes based on previous rally actions. The model uses court position skeleton poses and …