A simple deep learning based image illumination correction method for paintings

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Suranjan Goswami, Satish Kumar Singh

Published: 2020, Last Modified: 27 Jul 2025Pattern Recognit. Lett. 2020EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Deep Learning architecture for illumination correction.•Works on RGB images of paintings and other reflective surfaces like laptop screens.•A very simple model, which is low on time-space complexity.•Works on both over exposed and underexposed pictures.