Wavelets in the deep learning era

DOI10.1007/S10851-022-01123-WOpenAlexW4287375723MaRDI QIDQ6156054

Jean-Luc Starck, Kevin Michalewicz, Philippe Ciuciu, Thomas Moreau, Zaccharie Ramzi

Publication date: 12 June 2023

Published in: Journal of Mathematical Imaging and Vision (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10851-022-01123-w

zbMATH Keywords

waveletsneural networksdenoisingmachine learningimage restorationdeep learning

Mathematics Subject Classification ID

Computer science (68-XX) Information and communication theory, circuits (94-XX)

Cites Work

• Unnamed Item
• Enhancing sparsity by reweighted \(\ell _{1}\) minimization
• The curvelet transform for image denoising
• Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
• Learning Filter Bank Sparsifying Transforms
• Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems
• De-noising by soft-thresholding

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