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DDT: 双分支变形 Transformer 图像去噪【英文版】.pdf |
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英文标题:DDT: Dual-branch Deformable Transformer for Image Denoising中文摘要:本文提出了一种高效的 Dual-branch Deformable Transformer (DT) 去噪网络,在局部和全局分支中均应用了可变形关注机制,能够更好地捕捉图像中的局部和全局交互,并能显著减少计算成本,取得了在真实世界和合成去噪任务方面的最先进性能。英文摘要:Transformer is beneficial for image denoising tasks since it can modellong-range dependencies to overcome the limitations presented by inductiveconvolutional biases. However, directly applying the transformer structure toremove noise is challenging because its complexity grows quadratically wit
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