Search Results for author: Adrián Martín

Found 5 papers, 1 papers with code

Using Decoupled Features for Photo-realistic Style Transfer

1 code implementation5 Dec 2022 Trevor D. Canham, Adrián Martín, Marcelo Bertalmío, Javier Portilla

In this work we propose a photorealistic style transfer method for image and video that is based on vision science principles and on a recent mathematical formulation for the deterministic decoupling of sample statistics.

Style Transfer

Learning Football Body-Orientation as a Matter of Classification

no code implementations1 Jun 2021 Adrià Arbués-Sangüesa, Adrián Martín, Paulino Granero, Coloma Ballester, Gloria Haro

Orientation is a crucial skill for football players that becomes a differential factor in a large set of events, especially the ones involving passes.


Using Player's Body-Orientation to Model Pass Feasibility in Soccer

no code implementations15 Apr 2020 Adrià Arbués-Sangüesa, Adrián Martín, Javier Fernández, Coloma Ballester, Gloria Haro

Given a monocular video of a soccer match, this paper presents a computational model to estimate the most feasible pass at any given time.

Decision Making

Always Look on the Bright Side of the Field: Merging Pose and Contextual Data to Estimate Orientation of Soccer Players

no code implementations2 Mar 2020 Adrià Arbués-Sangüesa, Adrián Martín, Javier Fernández, Carlos Rodríguez, Gloria Haro, Coloma Ballester

Although orientation has proven to be a key skill of soccer players in order to succeed in a broad spectrum of plays, body orientation is a yet-little-explored area in sports analytics' research.

Sports Analytics Super-Resolution

Convolutional Neural Networks Deceived by Visual Illusions

no code implementations26 Nov 2018 Alexander Gomez-Villa, Adrián Martín, Javier Vazquez-Corral, Marcelo Bertalmío

In particular, we show that CNNs trained for image denoising, image deblurring, and computational color constancy are able to replicate the human response to visual illusions, and that the extent of this replication varies with respect to variation in architecture and spatial pattern size.

Color Constancy Deblurring +2

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