该研究希望能够为当前的去噪研究提供有用的见解。源代码见:https://github.com/cszn/SCUNet,在线去噪网址见:https://replicate.com/cszn/scunet。 图片来自Springer 全文下载: Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis https://link.springer.com/article/10.1007/s11633-023-1466-0...
Swin-Conv-UNet (SCUNet) denoising network The architecture of the proposed Swin-Conv-UNet (SCUNet) denoising network. SCUNet exploits the swin-conv (SC) block as the main building block of a UNet backbone. In each SC block, the input is first passed through a 1×1 convolution, and subsequ...
the new network architecture design achieves state-of-the-art performance and the new degradation model can help to significantly improve the practicability.We believe our work can provide useful insights into current denoising research.The source code is available at https://github.com/cszn/SCUNet....