Multi-Path Deep CNN with Residual Inception Network for Single Image Super-Resolution

Multi-Path Deep CNN with Residual Inception Network for Single Image Super-Resolution

Recent research on single-image super-resolution (SISR) using deep convolutional neural networks has made a breakthrough and achieved tremendous performance. Despite their significant progress, numerous convolutional neural networks (CNN) are limited in practical applications, owing to the requireme...

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Bibliographic Details
Main Authors: Wazir Muhammad, Zuhaibuddin Bhutto, Arslan Ansari, Mudasar Latif Memon, Ramesh Kumar, Ayaz Hussain, Syed Ali Raza Shah, Imdadullah Thaheem, Shamshad Ali
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Electronics
Subjects:
super-resolution
deep convolutional neural network
skip connection
inception block
Online Access:https://www.mdpi.com/2079-9292/10/16/1979

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