Learning physical-aware diffusion priors for zero-shot restoration of scattering-affected images

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Yuanjian Qiao, Mingwen Shao, Lingzhuang Meng, Wangmeng Zuo

Published: 2025, Last Modified: 04 Nov 2025Pattern Recognit. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We propose a novel PhyDiff for zero-shot image restoration.•A Transmission-guided Conditional Generation strategy is designed.•A Prior-aware Sampling Regularization mechanism is developed.