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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7 噪声估计网络的组件消融实验结果
Tab.7 Ablation experimental results of individual components of noise estimation network
网络模型 网络组成 单步估计
用时/s
Raindrop-A
ResBlock ViT SA TSA STSA FFN SGFFN DGGFFN PSNR / SSIM
基线网络 0.6634 29.17/0.9162
1.0725 29.86/0.9203
0.8603 31.54/0.9297
0.3961 30.49/0.9381
0.4033 31.73_/ 0.9394_
AWIR-TDM 0.4080_ 32.33/0.9429