Using CNN with Multi-Level Information Fusion for Image Denoising

Using CNN with Multi-Level Information Fusion for Image Denoising

Deep convolutional neural networks (CNN) with hierarchical architectures have obtained good results for image denoising. However, in some cases where the noise level is unknown and the image background is complex, it is challenging to obtain robust information through CNN. In this paper, we present...

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Bibliographic Details
Main Authors: Shaodong Xie, Jiagang Song, Yuxuan Hu, Chengyuan Zhang, Shichao Zhang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Electronics
Subjects:
group convolution
CNN
multi-level information fusion
image denoising
Online Access:https://www.mdpi.com/2079-9292/12/9/2146

Internet

https://www.mdpi.com/2079-9292/12/9/2146

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