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Cheng-Yen Hsiao

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Preprint Sep 2026

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...

Cheng-Yen Hsiao, Jing-Ming Guo · 0 citations

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