Learning nonlinear electrical impedance tomography
DOI10.1007/s10915-021-01716-4zbMath1487.65132OpenAlexW4200071351MaRDI QIDQ2063189
Andrea Samoré, Francesco Colibazzi, Serena Morigi, Damiana Lazzaro
Publication date: 10 January 2022
Published in: Journal of Scientific Computing (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10915-021-01716-4
nonlinear inverse problemselectrical impedance tomographyanisotropic total variationsparsity-inducing regularizationunrolled optimization
Artificial neural networks and deep learning (68T07) Numerical optimization and variational techniques (65K10) Smoothness and regularity of solutions to PDEs (35B65) Inverse problems for PDEs (35R30) Numerical methods for inverse problems for initial value and initial-boundary value problems involving PDEs (65M32) Inverse problems (including inverse scattering) in optics and electromagnetic theory (78A46) Communication theory (94A05) Variational methods applied to problems in optics and electromagnetic theory (78M30) Numerical methods for ill-posed problems for initial value and initial-boundary value problems involving PDEs (65M30)
Related Items (2)
Uses Software
Cites Work
- A new median formula with applications to PDE based denoising
- Spatially-adaptive variational reconstructions for linear inverse electrical impedance tomography
- A Backprojection Algorithm for Electrical Impedance Imaging
- A direct D-bar reconstruction algorithm for recovering a complex conductivity in 2D
- A Nonlinear Primal-Dual Method for Total Variation-Based Image Restoration
- Linear and Nonlinear Inverse Problems with Practical Applications
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