Image Inpainting Using Two-Stage Loss Function and Global and Local Markovian Discriminators

Image Inpainting Using Two-Stage Loss Function and Global and Local Markovian Discriminators

Image inpainting networks can produce visually reasonable results in the damaged regions. However, existing inpainting networks may fail to reconstruct the proper structures or tend to generate the results with color discrepancy. To solve this issue, this paper proposes an image inpainting approach...

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Bibliographic Details
Main Authors: Chen Li, Kai He, Kun Liu, Xitao Ma
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Sensors
Subjects:
image inpainting
deep learning
loss function
generative adversarial network
Online Access:https://www.mdpi.com/1424-8220/20/21/6193

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