A survey of visual analytics techniques for machine learning
Visual analytics for machine learning has recently evolved as one of the most exciting areas
in the field of visualization. To better identify which research topics are promising and to …
in the field of visualization. To better identify which research topics are promising and to …
State of the art of sports data visualization
In this report, we organize and reflect on recent advances and challenges in the field of
sports data visualization. The exponentially‐growing body of visualization research based …
sports data visualization. The exponentially‐growing body of visualization research based …
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 …
Bring it to the pitch: Combining video and movement data to enhance team sport analysis
Analysts in professional team sport regularly perform analysis to gain strategic and tactical
insights into player and team behavior. Goals of team sport analysis regularly include …
insights into player and team behavior. Goals of team sport analysis regularly include …
Shuttlespace: Exploring and analyzing movement trajectory in immersive visualization
We present ShuttleSpace, an immersive analytics system to assist experts in analyzing
trajectory data in badminton. Trajectories in sports, such as the movement of players and …
trajectory data in badminton. Trajectories in sports, such as the movement of players and …
A survey of competitive sports data visualization and visual analysis
M Du, X Yuan - Journal of Visualization, 2021 - Springer
Competitive sports data visualization is an increasingly important research direction in the
field of information visualization. It is also an important basis for studying human behavioral …
field of information visualization. It is also an important basis for studying human behavioral …
The quest for omnioculars: Embedded visualization for augmenting basketball game viewing experiences
Sports game data is becoming increasingly complex, often consisting of multivariate data
such as player performance stats, historical team records, and athletes' positional tracking …
such as player performance stats, historical team records, and athletes' positional tracking …
A visual analytics system for exploring, monitoring, and forecasting road traffic congestion
We present an interactive visual analytics system that enables traffic congestion exploration,
surveillance, and forecasting based on vehicle detector data. Through domain expert …
surveillance, and forecasting based on vehicle detector data. Through domain expert …
Forvizor: Visualizing spatio-temporal team formations in soccer
Regarded as a high-level tactic in soccer, a team formation assigns players different tasks
and indicates their active regions on the pitch, thereby influencing the team performance …
and indicates their active regions on the pitch, thereby influencing the team performance …
Sporthesia: Augmenting sports videos using natural language
Augmented sports videos, which combine visualizations and video effects to present data in
actual scenes, can communicate insights engagingly and thus have been increasingly …
actual scenes, can communicate insights engagingly and thus have been increasingly …