Single Image Super-Resolution Method Using CNN-Based Lightweight Neural Networks

Single Image Super-Resolution Method Using CNN-Based Lightweight Neural Networks

There are many studies that seek to enhance a low resolution image to a high resolution image in the area of super-resolution. As deep learning technologies have recently shown impressive results on the image interpolation and restoration field, recent studies are focusing on convolutional neural ne...

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Bibliographic Details
Main Authors: Seonjae Kim, Dongsan Jun, Byung-Gyu Kim, Hunjoo Lee, Eunjun Rhee
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Applied Sciences
Subjects:
deep learning
convolutional neural networks
lightweight neural network
single image super-resolution
image enhancement
image restoration
Online Access:https://www.mdpi.com/2076-3417/11/3/1092

Internet

https://www.mdpi.com/2076-3417/11/3/1092

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