CycleRDM reports competitive perceptual quality across nine image restoration and enhancement tasks using a three-stage diffusion process with wavelet-domain calibration, though its superiority claim is weakened by uncontrolled baselines.
Uncertainty inspired underwater image enhancement
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
baseline 1
citation-polarity summary
fields
cs.CV 1years
2024 1verdicts
REJECT 1roles
baseline 1polarities
baseline 1representative citing papers
citing papers explorer
-
Unified Image Restoration and Enhancement: Degradation Calibrated Cycle Reconstruction Diffusion Model
CycleRDM reports competitive perceptual quality across nine image restoration and enhancement tasks using a three-stage diffusion process with wavelet-domain calibration, though its superiority claim is weakened by uncontrolled baselines.