Search Results for author: Alexander Gomez-Villa

Found 3 papers, 1 papers with code

Synthesizing Visual Illusions Using Generative Adversarial Networks

no code implementations21 Nov 2019 Alexander Gomez-Villa, Adrian Martín, Javier Vazquez-Corral, Jesús Malo, Marcelo Bertalmío

Visual illusions are a very useful tool for vision scientists, because they allow them to better probe the limits, thresholds and errors of the visual system.

Generative Adversarial Network

Convolutional Neural Networks Can Be Deceived by Visual Illusions

1 code implementation CVPR 2019 Alexander Gomez-Villa, Adrian Martin, Javier Vazquez-Corral, Marcelo Bertalmio

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

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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