Deep learning-based action detection in untrimmed videos: A survey
Understanding human behavior and activity facilitates advancement of numerous real-world
applications, and is critical for video analysis. Despite the progress of action recognition …
applications, and is critical for video analysis. Despite the progress of action recognition …
Use of deep learning in soccer videos analysis: survey
The demand for video analysis has been rapidly increasing in the last decade. Video
analysis plays a critical role in various technologies, including medical diagnosis, security …
analysis plays a critical role in various technologies, including medical diagnosis, security …
Soccernet-v2: A dataset and benchmarks for holistic understanding of broadcast soccer videos
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 …
generic reasoning capabilities to appreciate the content offered by the video editing. In this …
SoccerNet-Depth: a scalable dataset for monocular depth estimation in sports videos
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
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 …
Scaling up SoccerNet with multi-view spatial localization and re-identification
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 …
players, lines, and specific objects. Hence, to capture the richness of this sport and allow for …
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 …
SoccerNet-caption: Dense video captioning for soccer broadcasts commentaries
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 …
worldwide. From the roar of the crowds to the excitement of the commentators, every …
VARS: Video assistant referee system for automated soccer decision making from multiple views
Abstract The Video Assistant Referee (VAR) has revolutionized association football,
enabling referees to review incidents on the pitch, make informed decisions, and ensure …
enabling referees to review incidents on the pitch, make informed decisions, and ensure …
Camera calibration and player localization in soccernet-v2 and investigation of their representations for action spotting
Soccer broadcast video understanding has been drawing a lot of attention in recent years
within data scientists and industrial companies. This is mainly due to the lucrative potential …
within data scientists and industrial companies. This is mainly due to the lucrative potential …