A Two-Stage Image Inpainting Technique for Old Photographs Based on Transfer Learning

A Two-Stage Image Inpainting Technique for Old Photographs Based on Transfer Learning

To address the challenge of sparse old photo datasets, we apply transfer learning to image inpainting tasks. Specifically, we improve a two-stage image inpainting network that focuses on collaborative subtasks. We also design a transform module based on the cross-aggregation of windows to improve lo...

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Bibliographic Details
Main Authors: Mingju Chen, Zhengxu Duan, Lan Li, Sihang Yi, Anle Cui
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Electronics
Subjects:
deep learning
transfer learning
old photos images inpainting
generative adversarial network
Online Access:https://www.mdpi.com/2079-9292/12/15/3221

Internet

https://www.mdpi.com/2079-9292/12/15/3221

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