A method for face image inpainting based on autoencoder and generative adversarial network

X Gao, M Nguyen, WQ Yan - Pacific-Rim Symposium on Image and Video …, 2022 - Springer
Face image inpainting has great value in the fields of computer vision and digital image
processing. In this paper, we propose a face image inpainting method based on …

A method for face image inpainting based on generative adversarial networks

X Gao - 2022 - openrepository.aut.ac.nz
Recently, face image inpainting has become a fascinating research area in the field of deep
learning. However, the existing methods have the disadvantage that the image inpainting …

[HTML][HTML] An adaptive face image inpainting algorithm based on feature symmetry

Z Niu, H Li, Y Li, Y Mei, J Yang - Symmetry, 2020 - mdpi.com
Face image inpainting technology is an important research direction in image restoration.
When the current image restoration methods repair the damaged areas of face images with …

Image inpainting using double discriminator generative adversarial networks

C Zhang, T Wang - Journal of physics: conference series, 2021 - iopscience.iop.org
The image inpainting algorithms based on GAN have problems such as color
inconsistencies of the inpainted region with the surrounding part and the mode collapse …

An image inpainting method based on generative adversarial networks inversion and autoencoder

Y Wang, B Song, Z Zhang - IET Image Processing, 2024 - Wiley Online Library
Image inpainting aims to repair the damaged region according to the known content in the
damaged image. Recently, image inpainting methods have poor effects on high‐resolution …

A Survey of Face Image Inpainting Based on Deep Learning

Z Qiang - Cloud Computing, 2022 - Springer
In recent years, deep learning has become the mainstream method of image inpainting. It
can not only repair the texture of the image, obtain high-level abstract features of the image …

Face image inpainting based on generative adversarial network

X Gao, M Nguyen, WQ Yan - 2021 36th international …, 2021 - ieeexplore.ieee.org
Face image inpainting is essential in the fields such as protection and preservation of
human images with patterns. Using image inpainting to remove facial masks on human …

A survey of face image inpainting based on deep learning

S Su, M Yang, L He, X Shao, Y Zuo, Z Qiang - International Conference on …, 2021 - Springer
In recent years, deep learning has become the mainstream method of image inpainting. It
can not only repair the texture of the image, obtain high-level abstract features of the image …

3D face image inpainting with generative adversarial nets

T Wei, Q Li, J Liu, P Zhang… - Mathematical Problems in …, 2020 - Wiley Online Library
In the process of face recognition, face acquisition data is seriously distorted. Many face
images collected are blurred or even missing. Faced with so many problems, the traditional …

Face image inpainting with evolutionary generators

C Han, J Wang - IEEE Signal Processing Letters, 2021 - ieeexplore.ieee.org
Recently, deep learning has become a mainstream method of image inpainting. It can not
only restore the image texture, obtain high-level abstract features of images, but also restore …