The super-resolution reconstruction algorithm of multi-scale dilated convolution residual network

The super-resolution reconstruction algorithm of multi-scale dilated convolution residual network

Aiming at the problems of traditional image super-resolution reconstruction algorithms in the image reconstruction process, such as small receptive field, insufficient multi-scale feature extraction, and easy loss of image feature information, a super-resolution reconstruction algorithm of multi-sca...

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Bibliographic Details
Main Authors: Shanqin Wang, Miao Zhang, Mengjun Miao
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-08-01
Series:Frontiers in Neurorobotics
Subjects:
super-resolution reconstruction
convolutional neural network
dilated convolution
multi-level features
residual dense block
attention channel
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2024.1436052/full

Internet

https://www.frontiersin.org/articles/10.3389/fnbot.2024.1436052/full

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