Automatic balancing parameter selection for Tikhonov-TV regularization

DOI10.1007/S10543-022-00934-YzbMath1503.65079arXiv2206.14446OpenAlexW4290631508MaRDI QIDQ2098776

Ali Gholami, Silvia Gazzola

Publication date: 22 November 2022

Published in: BIT (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2206.14446

zbMATH Keywords

ADMMinverse problemsregularization parameter selectionTikhonov-TV regularization

Mathematics Subject Classification ID

Ill-posedness and regularization problems in numerical linear algebra (65F22) Numerical optimization and variational techniques (65K10) Numerical methods for inverse problems for integral equations (65R32)

Related Items (1)

A computational framework for edge-preserving regularization in dynamic inverse problems

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
• A dual algorithm for the solution of nonlinear variational problems via finite element approximation
• A proximal-based deomposition method for compositions method for convex minimization problems
• Approximation of solution components for ill-posed problems by the Tikhonov method with total variation
• The Discrete Cosine Transform
• Alternatives to the Median Absolute Deviation
• Simultaneous Low-Pass Filtering and Total Variation Denoising
• Inverse Problem Theory and Methods for Model Parameter Estimation
• A convex-nonconvex variational method for the additive decomposition of functions on surfaces
• Discrete Inverse Problems
• Complex-Valued Imaging with Total Variation Regularization: An Application to Full-Waveform Inversion in Visco-acoustic Media
• Compressed sensing

This page was built for publication: Automatic balancing parameter selection for Tikhonov-TV regularization