A retrieval-augmented post-processing module that injects the color distribution of a retrieved reference image into a frozen low-light enhancement network improves color accuracy on real benchmarks but not on synthetic ones.
LIME: Low-light image enhancement via illumination map estimation,
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Retrieval-Augmented Generation-Based Color Restoration for Low-Light Image Enhancement
A retrieval-augmented post-processing module that injects the color distribution of a retrieved reference image into a frozen low-light enhancement network improves color accuracy on real benchmarks but not on synthetic ones.