Processing math: 100%

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5 不同算法在雨滴数据集Raindrop-A上的定量对比
Tab.5 Quantitative comparison of different methods on Raindrop-A dataset
方法 Raindrop-A
PSNR/SSIM
pix2pix[28] CVPR 2017 28.02/0.8547
Attn. GAN[17] CVPR 2018 31.59/0.9170
DuRN[31] CVPR 2019 31.24/0.9259
RaindropAttn[32] ICCV 2019 31.44/0.9263
SwinIR[25] CVPR 2021 30.82/0.9035
CCN[33] CVPR 2021 31.34/ 0.9500_
IDT[34] TPAMI 2022 31.87_/0.9313
AWIR-TDM 32.84/0.9571