Image Inpainting Algorithm Based on Structure-Guided Generative Adversarial Network

Image Inpainting Algorithm Based on Structure-Guided Generative Adversarial Network

To address the challenges of image inpainting in scenarios with extensive or irregular missing regions—particularly detail oversmoothing, structural ambiguity, and textural incoherence—this paper proposes an Image Structure-Guided (ISG) framework that hierarchically integrates structural priors with...

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Bibliographic Details
Main Authors: Li Zhao, Tongyang Zhu, Chuang Wang, Feng Tian, Hongge Yao
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Mathematics
Subjects:
image inpainting
structural prior guidance
generative adversarial networks
multi-scale attention
spectral normalization
deep learning
Online Access:https://www.mdpi.com/2227-7390/13/15/2370
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