Alban Flachot
Alban Flachot
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Processing of chromatic information in a deep convolutional neural network
A Flachot, KR Gegenfurtner
JOSA A 35 (4), B334-B346, 2018
Color for object recognition: Hue and chroma sensitivity in the deep features of convolutional neural networks
A Flachot, KR Gegenfurtner
Vision Research 182, 89-100, 2021
Deep neural models for color classification and color constancy
A Flachot, A Akbarinia, HH Schütt, RW Fleming, FA Wichmann, ...
Journal of Vision 22 (4), 17-17, 2022
Emergent color categorization in a neural network trained for object recognition
JP de Vries, A Akbarinia, A Flachot, KR Gegenfurtner
Elife 11, e76472, 2022
An illuminant-independent analysis of reflectance as sensed by humans, and its applicability to computer vision
A Flachot, E Provenzi, JK O'Regan
2016 6th European Workshop on Visual Information Processing (EUVIP), 1-6, 2016
Color constancy in deep neural networks
AC Flachot, HH Schuett, RW Fleming, F Wichmann, KR Gegenfurtner
Journal of Vision 19 (10), 298-298, 2019
Master thesis: Extensions of a linear model of surface reflectance
A Flachot
PsyArXiv, 2019
Social Robotics and Technology Acceptation
K Parisot, A Flachot
Master Recherche IC2A Ingénierie de la Cognition, de la Création et des …, 2016
A deep convolutional neural network trained to infer surface reflectance is deceived by mid-level lightness illusions
J Patel, A Flachot, J Vazquez-Corral, DH Brainard, TSA Wallis, ...
Journal of Vision 23 (9), 4817-4817, 2023
Can deep neural networks for intrinsic image decomposition model human lightness constancy?
A Flachot, J Patel, K Patel, TSA Wallis, M Brubaker, DH Brainard, ...
Journal of Vision 23 (9), 5467-5467, 2023
An intrinsic image network evaluated as a model of human lightness perception
RF Murray, DH Brainard, A Flachot, JY Patel
Electronic Imaging 35, 1-6, 2023
A deep new look at color
JP de Vries, A Flachot, T Morimoto, KR Gegenfurtner
Behavioral and Brain Sciences 46, e389, 2023
On the Color Vision of Deep Neural Networks: parallels with Humans
A Flachot
The Utility of Decorrelating Colour Spaces in Vector Quantised Variational Autoencoders
A Akbarinia, R Gil-Rodríguez, A Flachot, M Toscani
arXiv preprint arXiv:2009.14487, 2020
Tuning of a Deep Neural Network to object and surroundings colors for object recognition.
A Flachot, K Gegenfurtner
Journal of Vision 18 (10), 419-419, 2018
Learning Representation in Colour Conversion
A Akbarinia, R Gil-Rodriguez, A Flachot, M Toscani
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Articles 1–16