RDANet: Retinex decomposition attention network for low-light image enhancement

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Xingyun Gao, Weibo Zhang, Peixian Zhuang, Wenyi Zhao, Weidong Zhang

Published: 01 Nov 2025, Last Modified: 06 Nov 2025Pattern Recognition LettersEveryoneRevisionsCC BY-SA 4.0
Abstract: Highlights•RDANet uses adaptive pixel attention to capture global and local features.•An improved Retinex model for better enhancement.•RDANet effectively restores image brightness, contrast, and color.