Preprint
Aug 2026
Towards Color-Faithful Low-Light Image Enhancement via Adaptive Color Debiasing and Saturation Rectification
Extensive experiments show that CAGE achieves more faithful color restoration, specifically reduces color bias and saturation abnormality, and delivers better overall visual quality across different low-light enhancement backbones.
Zhichen Yang, Rui Xu, Yu-Zhen Niu et al.
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