Deep learning informed diffusion equation model for image denoising

Abstract Image denoising is one of the fundamental problems in image processing. Convolutional neural network (CNN) based denoising approaches have achieved better performance than traditional methods, such as STROLLR and BM3D. However, CNNs can easily bring unexplainable artifacts to denoised image...

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Bibliographic Details
Main Authors: Yao Li, Li Cheng, Zhichang Guo, Yuming Xing
Format: Article
Language:English
Published: Wiley 2024-11-01
Series:IET Image Processing
Subjects:
Online Access:https://doi.org/10.1049/ipr2.13253
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