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Vision Sciences Society Annual Meeting Abstract August 2023

A deep convolutional neural network trained to infer surface reflectance is deceived by mid-level lightness illusions

Jaykishan Patel; Alban Flachot; Javier Vazquez-Corral; David H. Brainard; Thomas S. A. Wallis; Marcus A. Brubaker; Richard F. Murray

Journal of Vision. 2023; 23(9):4817. https://doi.org/10.1167/jov.23.9.4817

Vision Sciences Society Annual Meeting Abstract August 2023

Can deep neural networks for intrinsic image decomposition model human lightness constancy?

Alban Flachot; Jaykishan Patel; Khushbu Patel; Tom S. A. Wallis; Marcus Brubaker; David H. Brainard; Richard F. Murray

Journal of Vision. 2023; 23(9):5467. https://doi.org/10.1167/jov.23.9.5467

Article March 2022

Deep neural models for color classification and color constancy

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Alban Flachot; Arash Akbarinia; Heiko H. Schütt; Roland W. Fleming; Felix A. Wichmann; Karl R. Gegenfurtner
TAGS: color, light, lighting, datasets, training
Journal of Vision. 2022; 22(4):17. https://doi.org/10.1167/jov.22.4.17

Vision Sciences Society Annual Meeting Abstract September 2019

Color Constancy in Deep Neural Networks

Alban C Flachot; Heiko H Schuett; Roland W Fleming; Felix Wichmann; Karl R Gegenfurtner

Journal of Vision. 2019; 19(10):298. https://doi.org/10.1167/19.10.298

Vision Sciences Society Annual Meeting Abstract September 2018

Tuning of a Deep Neural Network to object and surroundings colors for object recognition.

Alban Flachot; Karl Gegenfurtner

Journal of Vision. 2018; 18(10):419. https://doi.org/10.1167/18.10.419

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