Image Super-Resolution Reconstruction Algorithm Based on Sparse Neural Network

Many deep learning-based image super-resolution reconstruction algorithms improve the overall feature expression ability of a network by extending the depth of the network.However, excessively extending the depth of the network causes the model to be over-parameterized and complicated.Furthermore, r...

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Bibliographic Details

Published in:	Jisuanji gongcheng
Main Author:	LI Haomin, LI Guangping
Format:	Article
Language:	English
Published:	Editorial Office of Computer Engineering 2022-07-01
Subjects:	single image super-resolution(sisr) reconstruction|neural network|unstructured pruning|deep learning|sparse network
Online Access:	https://www.ecice06.com/fileup/1000-3428/PDF/20220731.pdf