IDM-Net: A Lightweight Illumination-Decoupled Modulation Network for Low-Light Image Enhancement
Low-light image enhancement (LLIE) remains challenging for lightweight models because illumination restoration and color fidelity are difficult to optimize simultaneously in the RGB color space. Although recent color-decoupled methods separate luminance and chrominance representations, they primarily optimize luminance...