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.
Ultra-high-definition low-light image enhancement: A benchmark and transformer-based method,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
eess.IV 1years
2026 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
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.