Bayesian Approach to Variable Splitting Forward Models

DOI10.1007/978-3-319-91143-4_2zbMath1397.62253OpenAlexW2840871650MaRDI QIDQ4689175

Mircea Dumitru, Ali Mohammad-Djafari, Camille Chapdelaine, Li Wang

Publication date: 15 October 2018

Published in: Springer Proceedings in Mathematics & Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-91143-4_2

zbMATH Keywords

inverse problemsADMM optimizationBayesian MAP estimatevariable splitting forward models

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Bayesian inference (62F15)

Cites Work

• Unnamed Item
• A Nonlinear Primal-Dual Method for Total Variation-Based Image Restoration
• A Fast Adaptive Parameter Estimation for Total Variation Image Restoration
• Fast Single Image Super-Resolution Using a New Analytical Solution for <inline-formula> <tex-math notation="LaTeX">$\ell _{2}$ </tex-math> </inline-formula>–<inline-formula> <tex-math notation="LaTeX">$\ell _{2}$ </tex-math> </inline-formula> Problems
• Analysis versus synthesis in signal priors
• Hierarchical Bayesian Sparse Image Reconstruction With Application to MRFM
• Fast Image Recovery Using Variable Splitting and Constrained Optimization
• Robust Multichannel Blind Deconvolution via Fast Alternating Minimization
• Alternating Direction Method for Balanced Image Restoration