Image Deblurring Based on an Improved CNN-Transformer Combination Network

Recently, using a CNN has been a common practice to restore blurry images due to its strong ability to learn feature information from large-scale datasets. However, CNNs essentially belong to local operations and have the defect of a limited receptive field, which reduces the naturalness of deblurri...

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Bibliographic Details
Main Authors: Xiaolin Chen, Yuanyuan Wan, Donghe Wang, Yuqing Wang
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/1/311