Search Results for author: Javier Lorenzo-Navarro

Found 6 papers, 0 papers with code

Classifying Soccer Ball-on-Goal Position Through Kicker Shooting Action

no code implementations23 Dec 2023 Javier Torón-Artiles, Daniel Hernández-Sosa, Oliverio J. Santana, Javier Lorenzo-Navarro, David Freire-Obregón

This research addresses whether the ball's direction after a soccer free-kick can be accurately predicted solely by observing the shooter's kicking technique.

Action Recognition Position +1

Towards cumulative race time regression in sports: I3D ConvNet transfer learning in ultra-distance running events

no code implementations23 Aug 2022 David Freire-Obregón, Javier Lorenzo-Navarro, Oliverio J. Santana, Daniel Hernández-Sosa, Modesto Castrillón-Santana

In this paper, we propose regressing an ultra-distance runner cumulative race time (CRT), i. e., the time the runner has been in action since the race start, by using only a few seconds of footage as input.

Transfer Learning

Decontextualized I3D ConvNet for ultra-distance runners performance analysis at a glance

no code implementations13 Mar 2022 David Freire-Obregón, Javier Lorenzo-Navarro, Modesto Castrillón-Santana

Each footage is considered an input to an I3D ConvNet to extract the participant's running gait in our work.

Comparative study of histogram distance measures for re-identification

no code implementations24 Nov 2016 Pedro A. Marín-Reyes, Javier Lorenzo-Navarro, Modesto Castrillón-Santana

In this paper we study the behavior of several histogram distance measures in different color spaces.

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