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Physics-Guided Posterior Sampling for Diffusion-Based Real-World Dehazing and Image Enhancement

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@ARTICLE{11386961,
  author={Fan, Junkai and Zheng, Hao and Wang, Kun and Yan, Zhiqiang and Qian, Jianjun and Chang, Heyou and Li, Jun and Yang, Jian},
  journal={IEEE Transactions on Circuits and Systems for Video Technology},
  title={Physics-Guided Posterior Sampling for Diffusion-Based Real-World Dehazing and Image Enhancement},
  year={2026},
  volume={},
  number={},
  pages={1-1},
  keywords={Atmospheric modeling;Scattering;Degradation;Image reconstruction;Adaptation models;Image dehazing;Diffusion models;Transform coding;Training;Image restoration;Real-world image dehazing;Posterior sampling;Diffusion;Atmospheric scattering model;Unsupervised dehazing},
  doi={10.1109/TCSVT.2026.3662772}
 }