Vision Transformers in Image Restoration: A Survey

Vision Transformers in Image Restoration: A Survey

The Vision Transformer (ViT) architecture has been remarkably successful in image restoration. For a while, Convolutional Neural Networks (CNN) predominated in most computer vision tasks. Now, both CNN and ViT are efficient approaches that demonstrate powerful capabilities to restore a better versio...

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Bibliographic Details
Main Authors: Anas M. Ali, Bilel Benjdira, Anis Koubaa, Walid El-Shafai, Zahid Khan, Wadii Boulila
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
vision transformer
transformer
self-attention
image restoration
image super-resolution
image denoising
Online Access:https://www.mdpi.com/1424-8220/23/5/2385

Internet

https://www.mdpi.com/1424-8220/23/5/2385

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