A Novel Deep-Learning-Based Enhanced Texture Transformer Network for Reference Image Super-Resolution

A Novel Deep-Learning-Based Enhanced Texture Transformer Network for Reference Image Super-Resolution

The study explored a deep learning image super-resolution approach which is commonly used in face recognition, video perception and other fields. These generative adversarial networks usually have high-frequency texture details. The relevant textures of high-resolution images could be transferred as...

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Bibliographic Details
Main Authors: Changhong Liu, Hongyin Li, Zhongwei Liang, Yongjun Zhang, Yier Yan, Ray Y. Zhong, Shaohu Peng
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Electronics
Subjects:
deep learning
texture transformer
generative adversarial network
super-resolution
attention mechanism
Online Access:https://www.mdpi.com/2079-9292/11/19/3038

Internet

https://www.mdpi.com/2079-9292/11/19/3038

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