An optimal bilevel optimization model for the generalized total variation and anisotropic tensor parameters selection
From MaRDI portal
Publication:2096299
DOI10.1016/j.amc.2022.127510OpenAlexW4297364353MaRDI QIDQ2096299
Aissam Hadri, Idriss Boutaayamou, Amine Laghrib
Publication date: 16 November 2022
Published in: Applied Mathematics and Computation (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.amc.2022.127510
Mathematical programming (90Cxx) Numerical methods in optimal control (49Mxx) Computing methodologies and applications (68Uxx)
Uses Software
Cites Work
- Unnamed Item
- Nonlinear total variation based noise removal algorithms
- Bilevel optimization for calibrating point spread functions in blind deconvolution
- Fractional-order total variation image denoising based on proximity algorithm
- A class of fractional-order multi-scale variational models and alternating projection algorithm for image denoising
- Bilevel parameter learning for higher-order total variation regularisation models
- Convergence study of indefinite proximal ADMM with a relaxation factor
- A first-order primal-dual algorithm for convex problems with applications to imaging
- Relations between regularization and diffusion filtering
- A lattice Boltzmann method applied to the fluid image registration
- Directional total generalized variation regularization
- Constrained TV\(_p\)-\(\ell_2\) model for image restoration
- Total Generalized Variation in Diffusion Tensor Imaging
- A Bilevel Optimization Approach for Parameter Learning in Variational Models
- Large‐Scale Inverse Problems and Quantification of Uncertainty
- A Fast Total Variation Minimization Method for Image Restoration
- Bilevel Optimization with Nonsmooth Lower Level Problems
- A Total Fractional-Order Variation Model for Image Restoration with Nonhomogeneous Boundary Conditions and Its Numerical Solution
- Learning regularization functionals a supervised training approach
- High-Order Total Variation-Based Image Restoration
- Primal-Dual Extragradient Methods for Nonlinear Nonsmooth PDE-Constrained Optimization
- Numerical methods for the design of large-scale nonlinear discrete ill-posed inverse problems
- Learning optimal spatially-dependent regularization parameters in total variation image denoising
- An Iterative Regularization Method for Total Variation-Based Image Restoration
- Total Generalized Variation
- A Flexible Space-Variant Anisotropic Regularization for Image Restoration with Automated Parameter Selection
This page was built for publication: An optimal bilevel optimization model for the generalized total variation and anisotropic tensor parameters selection