3 papers
cs.CV2026
MambaKick: Early Penalty Direction Prediction from HAR Embeddings
Henry O. Velesaca, David Freire-Obregon, Abel Reyes-Angulo +2
Penalty kicks in soccer are decided under extreme time constraints, where goalkeepers benefit from anticipating shot direction from the kickers motion before or around ball contact…
q-bio.NC2025
Mapping Emotions in the Brain: A Bi-Hemispheric Neural Model with Explainable Deep Learning
David Freire-Obregón, Agnieszka Dubiel, Prasoon Kumar Vinodkumar +3
Recent advances have shown promise in emotion recognition from electroencephalogram (EEG) signals by employing bi-hemispheric neural architectures that incorporate neuroscientific…
cs.CV2025
Predicting Soccer Penalty Kick Direction Using Human Action Recognition
David Freire-Obregón, Oliverio J. Santana, Javier Lorenzo-Navarro +2
Action anticipation has become a prominent topic in Human Action Recognition (HAR). However, its application to real-world sports scenarios remains limited by the availability of s…