Global and Local Attention-Based Free-Form Image Inpainting

Global and Local Attention-Based Free-Form Image Inpainting

Deep-learning-based image inpainting methods have shown significant promise in both rectangular and irregular holes. However, the inpainting of irregular holes presents numerous challenges owing to uncertainties in their shapes and locations. When depending solely on convolutional neural network (CN...

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Bibliographic Details
Main Authors: S. M. Nadim Uddin, Yong Ju Jung
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Sensors
Subjects:
free-form mask
image inpainting
mask update
convolutional neural networks (CNN)
attention module
Online Access:https://www.mdpi.com/1424-8220/20/11/3204

Internet

https://www.mdpi.com/1424-8220/20/11/3204

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