164 citations · 181 across the 9 of their papers we have counts for
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cs.CV2020★ 3 cited
Deep Neural Models for color discrimination and color constancy
Alban Flachot, Arash Akbarinia, Heiko H. Schütt +3
Color constancy is our ability to perceive constant colors across varying illuminations. Here, we trained deep neural networks to be color constant and evaluated their performance…
cs.CV2020★ 1 cited
The Utility of Decorrelating Colour Spaces in Vector Quantised Variational Autoencoders
Arash Akbarinia, Raquel Gil-Rodríguez, Alban Flachot +1
Vector quantised variational autoencoders (VQ-VAE) are characterised by three main components: 1) encoding visual data, 2) assigning different vectors in the so-called embeddin…