A deep new look at color.

de Vries JP., Flachot A., Morimoto T., Gegenfurtner KR.

Bowers et al. counter deep neural networks (DNNs) as good models of human visual perception. From our color perspective we feel their view is based on three misconceptions: A misrepresentation of the state-of-the-art of color perception; the type of model required to move the field forward; and the attribution of shortcomings to DNN research that are already being resolved.

DOI

10.1017/S0140525X23001620

Type

Journal article

Journal

Behav Brain Sci

Publication Date

06/12/2023

Volume

46

Keywords

Humans, Neural Networks, Computer, Visual Perception, Color Perception, Emotions, Social Perception

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