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Improving the generalization of image denoising via structure‐preserved MLP‐based denoiser and generative diffusion prior

Abstract Image denoising aims to remove noise from images and improve the quality of images. However, most image denoising methods heavily rely on pairwise training strategies and strict prior knowledge about image structure or noise distribution. While these methods exhibit significant results when...

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Principais autores: Jing Wu, Ruilin Xie, Hao Wu, Guowu Yuan
Format: Artigo
Sprog:Inglês
Udgivet: Wiley 2024-08-01
Serier:IET Image Processing
Fag:
computer vision
convolutional neural nets
image denoising
image processing
Online adgang:https://doi.org/10.1049/ipr2.13122
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