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cs.CV2026
Can Vision-Language Models Judge Olympic Diving? From Reasoning to Scores in Zero-Shot Action Quality Assessment
Henry O. Velesaca, David Freire-Obregon, Luigi Miranda +1
Automated action quality assessment (AQA) in Olympic sports remains a challenging task due to the complexity of human motion and the subjectivity inherent in expert judging. This w…
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…
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…