1 code implementation • 5 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.
no code implementations • 6 May 2020 • Trevor D. Canham, Javier Vazquez-Corral, Elise Mathieu, Marcelo Bertalmío
In the film industry, the same movie is expected to be watched on displays of vastly different sizes, from cinema screens to mobile phones.
no code implementations • 21 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.
no code implementations • 15 Oct 2019 • Marcelo Bertalmío, Luca Calatroni, Valentina Franceschi, Benedetta Franceschiello, Dario Prandi
We consider the evolution model proposed in [9, 6] to describe illusory contrast perception phenomena induced by surrounding orientations.
no code implementations • 18 Dec 2018 • Marcelo Bertalmío, Luca Calatroni, Valentina Franceschi, Benedetta Franceschiello, Dario Prandi
We consider a differential model describing neuro-physiological contrast perception phenomena induced by surrounding orientations.
no code implementations • 26 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.