Swin-Diff: a single defocus image deblurring network based on diffusion model

Abstract Single Image Defocus Deblurring (SIDD) remains challenging due to spatially varying blur kernels, particularly in processing high-resolution images where traditional methods often struggle with artifact generation, detail preservation, and computational efficiency. This paper presents Swin-...

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Hlavní autoři:	Hanyan Liang, Shuyao Chai, Xixuan Zhao, Jiangming Kan
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Springer 2025-02-01
Edice:	Complex & Intelligent Systems
Témata:	Diffusion model Single image defocus deblurring Image restoration
On-line přístup:	https://doi.org/10.1007/s40747-025-01789-w
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