CWNet mixes wavelet-based frequency enhancement, Mamba-style high-frequency scanning, and two semantic consistency losses to produce competitive low-light image enhancement with 1.23 million parameters.
Retinexformer: One-stage retinex- based transformer for low-light image enhancement
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CWNet: Causal Wavelet Network for Low-Light Image Enhancement
CWNet mixes wavelet-based frequency enhancement, Mamba-style high-frequency scanning, and two semantic consistency losses to produce competitive low-light image enhancement with 1.23 million parameters.