Reconstruction Methods for Inverse Problems

The reconstruction in quantitative coupled physics imaging often requires that the solutions of certain PDEs satisfy some non-zero constraints, such as the absence of critical points or nodal points. After a brief review of several methods used to construct such solutions, I will focus on a recent approach that combines the Runge approximation and the Whitney embedding

[1]  Benar Fux Svaiter,et al.  Range-relaxed criteria for choosing the Lagrange multipliers in nonstationary iterated Tikhonov method , 2018, IMA Journal of Numerical Analysis.

[2]  Benar Fux Svaiter,et al.  On a Family of Gradient-Type Projection Methods for Nonlinear Ill-Posed Problems , 2018, Numerical Functional Analysis and Optimization.

[3]  Otmar Scherzer,et al.  Inverse Boundary Value Problem For The Helmholtz Equation: Quantitative Conditional Lipschitz Stability Estimates , 2015, SIAM J. Math. Anal..

[4]  Benjamin Berkels,et al.  Time Discrete Geodesic Paths in the Space of Images , 2015, SIAM J. Imaging Sci..

[5]  Michele Benzi,et al.  A preconditioning technique for a class of PDE-constrained optimization problems , 2011, Adv. Comput. Math..

[6]  Barbara Kaltenbacher,et al.  Iterative Regularization Methods for Nonlinear Ill-Posed Problems , 2008, Radon Series on Computational and Applied Mathematics.

[7]  Sergio Vessella,et al.  Lipschitz stability for the inverse conductivity problem , 2005, Adv. Appl. Math..

[8]  F. Santosa A Level-set Approach Inverse Problems Involving Obstacles , 1995 .

[9]  M. Hanke Conjugate gradient type methods for ill-posed problems , 1995 .

[10]  A. Nachman,et al.  Reconstructions from boundary measurements , 1988 .

[11]  Otmar Scherzer,et al.  An analysis of a multi-level projected steepest descent iteration for nonlinear inverse problems in Banach spaces subject to stability constraints , 2015, Numerische Mathematik.

[12]  Eitan Tadmor,et al.  A Multiscale Image Representation Using Hierarchical (BV, L2 ) Decompositions , 2004, Multiscale Model. Simul..

[13]  J. Sethian,et al.  FRONTS PROPAGATING WITH CURVATURE DEPENDENT SPEED: ALGORITHMS BASED ON HAMILTON-JACOB1 FORMULATIONS , 2003 .

[14]  Avner Friedman,et al.  Determining Cracks by Boundary Measurements , 1989 .

[15]  Giovanni Alessandrini,et al.  Stable determination of conductivity by boundary measurements , 1988 .