Author

Richard F. Murray

York University

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Neuroscience· 1

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Approach:deep learning· 1

Frequent Co-Authors

Alban FlachotiD· 1 shared David H. BrainardiD· 1 shared Jaykishan Y. PateliD· 1 shared Marcus A. BrubakeriD· 1 shared Thomas S. A. WallisiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperNeuroscience

Alban FlachotORCID

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1 paper

Recent·Most cited

Deep neural networks trained for estimating albedo and illumination achieve lightness constancy differently than human observers.

Alban Flachot, Jaykishan Y. Patel, Thomas S. A. Wallis, Marcus A. Brubaker, David H. Brainard, Richard F. Murray

This study compares how deep neural networks and human observers achieve lightness constancy by estimating albedo and illumination in controlled conditions.

Journal of Vision · Feb 18, 2026Peer-reviewedNeuroscience