Zhi-Bin Zhang

DuBNet: residual-coupling-guided luminance—chrominance decoupling for low-light image enhancement

Low-light image enhancement is challenging due to the strong entanglement between illumination degradation and sensor noise in RGB space, which often causes noise amplification and color distortion. We first present region-aware quantitative evidence that a luminance–chrominance transform provides a more separable degr...