64 citations · 65 across the 3 of their papers we have counts for
3 papers
TranSPORTmer: A Holistic Approach to Trajectory Understanding in Multi-Agent Sports
Guillem Capellera, Luis Ferraz, Antonio Rubio +2
Understanding trajectories in multi-agent scenarios requires addressing various tasks, including predicting future movements, imputing missing observations, inferring the status of…
FootBots: A Transformer-based Architecture for Motion Prediction in Soccer
Guillem Capellera, Luis Ferraz, Antonio Rubio +2
Motion prediction in soccer involves capturing complex dynamics from player and ball interactions. We present FootBots, an encoder-decoder transformer-based architecture addressing…
Fracking Deep Convolutional Image Descriptors
Edgar Simo-Serra, Eduard Trulls, Luis Ferraz +2
In this paper we propose a novel framework for learning local image descriptors in a discriminative manner. For this purpose we explore a siamese architecture of Deep Convolutional…