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Ying-Bo Jia

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Conference Oct 2026

HVI-guided spatial-frequency fusion network for low-light image enhancement

The Spatial-Frequency Fusion Network (SFF-Net), which decouples intensity and chroma in HVI space and then learns frequency-aware enhancement with cross-branch compensation, is proposed, which improves SICE, Sony-Total-Dark, and unpaired real image results with only 1.931 M parameters.

Ying-Bo Jia · 0 citations

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