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Author

Lai-Bin Chang

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Jul 2026

CLUIE: Clustering-Aware Recurrent Propagation with Local Structural Compensation for Underwater Image Enhancement

Underwater image enhancement remains challenging due to wavelength-dependent light absorption, scattering, and backscattering, which jointly cause color distortion, contrast degradation, and detail loss. Since these degradations vary with scene depth and imaging conditions, different regions within the same image often...

Kui Jiang, Zefan Feng, Laibin Chang et al. · 0 citations
Jul 2026

Thresholded Cross-Attention for Reliable Intensity-Chromaticity Fusion in Low-Light Image Enhancement

TCA-Net is proposed, a network built around Thresholded Cross-Attention that targets reliable intensity-chromaticity fusion in the HVI space rather than introducing yet another color representation and delivers competitive restoration accuracy, improved color fidelity, and a compact parameter size.

Yanyi Wu, Xu Zhang, Junkai Chen et al. · 0 citations

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