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Jun-Ran Zhang

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#diffusion models Open access Sep 2026

RASR: Retinex-Guided Adaptive One-Step Diffusion for Low-Light Image Super-Resolution

RASR, a Retinex-guided adaptive one-step diffusion framework for low-light super-resolution, outperforms existing low-light and mainstream super-resolution methods in PSNR, SSIM, and LPIPS, with especially prominent gains in perceptual quality, and ablation studies validate the effectiveness of each key design.

Zi-Yu Yue, Jun-Ran Zhang, Zhi-Xun Su · 0 citations

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