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面向多天气退化图像恢复的自注意力扩散模型
秦菁, 文渊博, 高涛, 刘瑶

A Transformer-Based Diffusion Model for All-in-One Weather-Degraded Image Restoration
QIN Jing, WEN Yuanbo, GAO Tao, LIU Yao
表4 不同算法在雨雾数据集Test1上的定量对比
Tab.4 Quantitative comparison of different methods on Test1 dataset
方法 Test1
PSNR/SSIM
CycleGAN[27] ICCV 2017 17.62/0.6560
pix2pix[28] CVPR 2017 19.09/0.7100
HRGAN[20] CVPR 2019 21.56/0.8550
SwinIR[25] CVPR 2021 23.23/0.8685
PCNet[29] TIP 2021 26.19/0.9015
MPRNet[30] CVPR 2021 28.03/0.9192
Restormer[11] CVPR 2022 28.44_/ 0.9263_
AWIR-TDM 29.13/0.9428