SR-DeblurUGAN: An End-to-End Super-Resolution and Deblurring Model with High Performance

In this paper, we consider the difference in the abstraction level of features extracted by different perceptual layers and use a weighted perceptual loss-based generative adversarial network to deblur the UAV images, which removes the blur and restores the texture details of the images well. The pe...

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Bibliographic Details
Main Authors: Yuzhen Xiao, Jidong Zhang, Wei Chen, Yichen Wang, Jianing You, Qing Wang
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Drones
Subjects:
Online Access:https://www.mdpi.com/2504-446X/6/7/162