Modeling surface color discrimination under different lighting environments using image chromatic statistics and convolutional neural networks

We modeled discrimination thresholds for object colors under different lighting environments [J. Opt. Soc. Am. 35, B244 (2018)]. First, we built models based on chromatic statistics, testing 60 models in total. Second, we trained convolutional neural networks (CNNs), using 160,280 images labeled by...

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Bibliographic Details
Main Authors: Ponting, S, Morimoto, T, Smithson, HE
Format: Journal article
Language:English
Published: Optica Publishing Group 2023