• Football player dominant region determined by a novel model based on instantaneous kinematics variables 

      Caetano, Fabio Giuliano; Barbon Junior, Sylvio; Torres, Ricardo Da Silva; Cunha, Sergio Augusto; Ruffino, Paulo Régis Caron; Martins, Luiz Eduardo Barreto; Moura, Felipe Arruda (Journal article; Peer reviewed, 2021)
      Dominant regions are defned as regions of the pitch where a player can reach before any other and are commonly determined without considering the free-spaces in the pitch. We presented an approach to football players’ ...
    • Sport action mining: Dribbling recognition in soccer 

      Barbon Junior, Sylvio; Pinto, Allan; Barroso, João Vitor; Caetano, Fabio Giuliano; Moura, Felipe Arruda; Cunha, Sergio Augusto; Torres, Ricardo Da Silva (Journal article; Peer reviewed, 2021)
      Recent advances in Computer Vision and Machine Learning empowered the use of image and positional data in several high-level analyses in Sports Science, such as player action classifcation, recognition of complex human ...