Sports analytics review: Artificial intelligence applications, emerging technologies, and algorithmic perspective
The rapid and impromptu interest in the coupling of machine learning (ML) algorithms with
wearable and contactless sensors aimed at tackling real‐world problems warrants a …
wearable and contactless sensors aimed at tackling real‐world problems warrants a …
[HTML][HTML] Beyond simple laboratory studies: develo** sophisticated models to study rich behavior
Psychology and neuroscience are concerned with the study of behavior, of internal cognitive
processes, and their neural foundations. However, most laboratory studies use constrained …
processes, and their neural foundations. However, most laboratory studies use constrained …
TacticAI: an AI assistant for football tactics
Identifying key patterns of tactics implemented by rival teams, and develo** effective
responses, lies at the heart of modern football. However, doing so algorithmically remains …
responses, lies at the heart of modern football. However, doing so algorithmically remains …
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 …
Identifying soccer players' playing styles: a systematic review
Identifying playing styles in football is highly valuable for achieving effective performance
analysis. While there is extensive research on team styles, studies on individual player …
analysis. While there is extensive research on team styles, studies on individual player …
Policy diagnosis via measuring role diversity in cooperative multi-agent RL
Cooperative multi-agent reinforcement learning (MARL) is making rapid progress for solving
tasks in a grid world and real-world scenarios, in which agents are given different attributes …
tasks in a grid world and real-world scenarios, in which agents are given different attributes …
VIRD: immersive match video analysis for high-performance badminton coaching
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 …
and technical tactics. To gain a competitive edge at high-level competitions, badminton …
Dual networks based 3d multi-person pose estimation from monocular video
Monocular 3D human pose estimation has made progress in recent years. Most of the
methods focus on single persons, which estimate the poses in the person-centric …
methods focus on single persons, which estimate the poses in the person-centric …
Data-driven analysis for understanding team sports behaviors
K Fujii - Journal of Robotics and Mechatronics, 2021 - jstage.jst.go.jp
Understanding the principles of real-world biological multi-agent behaviors is a current
challenge in various scientific and engineering fields. The rules regarding the real-world …
challenge in various scientific and engineering fields. The rules regarding the real-world …
Automatic event detection in football using tracking data
F Vidal-Codina, N Evans, B El Fakir, J Billingham - Sports Engineering, 2022 - Springer
One of the main shortcomings of event data in football, which has been extensively used for
analytics in the recent years, is that it still requires manual collection, thus limiting its …
analytics in the recent years, is that it still requires manual collection, thus limiting its …