Generative imaging and image processing via generative encoder

DOI10.3934/ipi.2021060OpenAlexW3211085409MaRDI QIDQ2128594

Haizhao Yang, Yong Zheng Ong

Publication date: 22 April 2022

Published in: Inverse Problems and Imaging (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/ipi.2021060

zbMATH Keywords

autoencoderinverse problemimage reconstructiondenoisinglatent spacedeblurringinpaintingsuper resolutiongenerative adversarial network

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Computing methodologies for image processing (68U10)

Uses Software

• Adam
• BM3D
• BEGAN
• Wasserstein GAN
• PULSE
• AugGAN
• LSUN

Cites Work

• Unnamed Item
• Nonlinear total variation based noise removal algorithms
• Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
• $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
• Group-Based Sparse Representation for Image Restoration
• Blind Estimation of Blur Kernels and Parameters from a Single Image
• Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization
• A Review of Image Denoising Algorithms, with a New One
• Compressed sensing

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