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Hong Zhang

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Jul 2026

BlindPSNR: A No-Reference Fidelity Predictor for Low-Light Image Enhancement

BlindPSNR is proposed, a lightweight no-reference network that fuses the enhanced image with the degraded low-light input via windowed cross-attention and estimates PSNR through heteroscedastic regression, providing exact supervision without a separate teacher network.

Mingzhe Lyu, Jin-Qiang Cui, Hong Zhang · 0 citations

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