Pyramid-VAE-GAN: Transferring hierarchical latent variables for image inpainting

Pyramid-VAE-GAN: Transferring hierarchical latent variables for image inpainting

Abstract Significant progress has been made in image inpainting methods in recent years. However, they are incapable of producing inpainting results with reasonable structures, rich detail, and sharpness at the same time. In this paper, we propose the Pyramid-VAE-GAN network for image inpainting to...

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Bibliographic Details
Main Authors: Huiyuan Tian, Li Zhang, Shijian Li, Min Yao, Gang Pan
Format: Article
Language:English
Published: SpringerOpen 2023-07-01
Series:Computational Visual Media
Subjects:
image inpainting
variational autoencoder (VAE)
latent variable transfer (LTN)
pyramid structure
generative model
Online Access:https://doi.org/10.1007/s41095-022-0331-3

Internet

https://doi.org/10.1007/s41095-022-0331-3

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