Spatio-temporal analysis of team sports
J Gudmundsson, M Horton - ACM Computing Surveys (CSUR), 2017 - dl.acm.org
Team-based invasion sports such as football, basketball, and hockey are similar in the
sense that the players are able to move freely around the playing area and that player and …
sense that the players are able to move freely around the playing area and that player and …
When will you do what?-anticipating temporal occurrences of activities
Analyzing human actions in videos has gained increased attention recently. While most
works focus on classifying and labeling observed video frames or anticipating the very …
works focus on classifying and labeling observed video frames or anticipating the very …
Joint prediction of activity labels and starting times in untrimmed videos
Most of the existing works on human activity analysis focus on recognition or early
recognition of the activity labels from complete or partial observations. Predicting the labels …
recognition of the activity labels from complete or partial observations. Predicting the labels …
Leveraging the present to anticipate the future in videos
Anticipating actions before they are executed is crucial for a wide range of practical
applications including autonomous driving and the moderation of live video streaming …
applications including autonomous driving and the moderation of live video streaming …
What will happen next? forecasting player moves in sports videos
A large number of very popular team sports involve the act of one team trying to score a goal
against the other. During this game play, defending players constantly try to predict the next …
against the other. During this game play, defending players constantly try to predict the next …
Action anticipation using pairwise human-object interactions and transformers
D Roy, B Fernando - IEEE Transactions on Image Processing, 2021 - ieeexplore.ieee.org
The ability to anticipate future actions of humans is useful in application areas such as
automated driving, robot-assisted manufacturing, and smart homes. These applications …
automated driving, robot-assisted manufacturing, and smart homes. These applications …
Pass receiver prediction in soccer using video and players' trajectories
Y Honda, R Kawakami, R Yoshihashi… - Proceedings of the …, 2022 - openaccess.thecvf.com
In soccer, passing is one of the most fundamental actions for building tactics. Automatic
prediction of the pass receiver can be useful in many situations, such as in player and team …
prediction of the pass receiver can be useful in many situations, such as in player and team …
Ball tracking in sports: a survey
Increase in the number of sport lovers in games like football, cricket, etc. has created a need
for digging, analyzing and presenting more and more multidimensional information to them …
for digging, analyzing and presenting more and more multidimensional information to them …
[PDF][PDF] Making offensive play predictable-using a graph convolutional network to understand defensive performance in soccer
M Stöckl, T Seidl, D Marley, P Power - … of the 15th MIT sloan sports …, 2021 - statsperform.com
The art of good defending is to prevent something from happening before it has even
happened. Virgil Van Dijk is considered one of the best defenders in world soccer as he has …
happened. Virgil Van Dijk is considered one of the best defenders in world soccer as he has …
Action anticipation using latent goal learning
D Roy, B Fernando - Proceedings of the IEEE/CVF Winter …, 2022 - openaccess.thecvf.com
To get something done, humans perform a sequence of actions dictated by a goal. So,
predicting the next action in the sequence becomes easier once we know the goal that …
predicting the next action in the sequence becomes easier once we know the goal that …