Uncertainty estimation in color constancy

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Marco Buzzelli, Simone Bianco

Published: 01 Jan 2025, Last Modified: 05 Nov 2025Pattern Recognit. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We formalize the concept of uncertainty in color constancy and define of three forms of uncertainty.•We apply our uncertainty estimators to different categories of color constancy methods and quantify their validity.•We show the usability of the estimated uncertainty to improve color constancy performance with a cascade approach.