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Image Denoising Algorithm Based on Deep Multi-scale Convolution Sparse Coding

Published in Editorial office of Computer Science • Apr 1, 2023
NobleIDNI3P27W42R03S55
Authors:
WANG Tianyou YIN Haitao

Abstract

Aiming at the problem of lacking of interpretability of deep image denoising networks,this paper proposes a multi-scale convolutional sparse coding network(MSCSC-Net)for image denoising using the idea of deep unfolding.Firstly,a multi-scale convolutional sparse coding(MSCSC)model is developed by exp...

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