Author

Samuel Ponting

University of OxfordORCID 0000-0001-6185-143XUnclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 1

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Research Focus:benchmarking· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

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Hannah E. SmithsoniD· 1 shared Takuma MorimotoiD· 1 shared

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2022-2022 · peak 1/yr

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1 shared paperNeuroscience

Hannah E. SmithsonORCID

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1 paper

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NeurosciencebioRxivPreprintNov 2, 2022

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

Samuel Ponting, Takuma Morimoto, Hannah E. Smithson

The paper models color discrimination thresholds under different lighting conditions using chromatic statistics and CNNs, finding that human-response-trained CNNs outperform chromatic statistics models.

DOI 10.1101/2022.11.02.514864

imagingmachine learning (classical)

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