Computational Methods for Inverse Problems

Authors:
Curtis R. Vogel
Affiliations:
-
Venue:
Computational Methods for Inverse Problems
Year:
2002

Citing 0
Cited 116

Parallel multiscale Gauss-Newton-Krylov methods for inverse wave propagation

Proceedings of the 2002 ACM/IEEE conference on Supercomputing
A variational finite element method for source inversion for convective-diffusive transport

Finite Elements in Analysis and Design - Special issue: 14th Robert J. Melosh competition
Two-Stage Approximation of Nonsmooth Solutions and Restoration of Noised Images

Automation and Remote Control
A computational framework for the regularization of adjoint analysis in multiscale PDE systems

Journal of Computational Physics
A multilevel, level-set method for optimizing eigenvalues in shape design problems

Journal of Computational Physics
Splines in Higher Order TV Regularization

International Journal of Computer Vision
A Multigrid Platform for Real-Time Motion Computation with Discontinuity-Preserving Variational Methods

International Journal of Computer Vision
On level set regularization for highly ill-posed distributed parameter estimation problems

Journal of Computational Physics
Reconstruction of permittivity profile from boundary capacitance data

Applied Mathematics and Computation
Constrained and SNR-Based Solutions for TV-Hilbert Space Image Denoising

Journal of Mathematical Imaging and Vision
Seismic deconvolution by atomic decomposition: A parametric approach with sparseness constraints

Integrated Computer-Aided Engineering
A finite element method for hydraulic conductivity identification in a seawater intrusion problem

Computers & Geosciences
A Truncated Lagrange Method for Total Variation-Based Image Restoration

Journal of Mathematical Imaging and Vision
D-optimal design of a monitoring network for parameter estimation of distributed systems

Journal of Global Optimization
Space-varying iterative restoration of diffuse optical tomograms reconstructed by the photon average trajectories method

EURASIP Journal on Applied Signal Processing
A Nonlinear Multigrid Method for Total Variation Minimization from Image Restoration

Journal of Scientific Computing
On approximation of smooth functions from samples of partial derivatives with application to phase unwrapping

Signal Processing
Total variation minimizing blind deconvolution with shock filter reference

Image and Vision Computing
A pixel-based regularization approach to inverse lithography

Microelectronic Engineering
Adjoint-based optimization of PDEs in moving domains

Journal of Computational Physics
The Lagrange method for the regularization of discrete ill-posed problems

Computational Optimization and Applications - Special issue: Numerical analysis of optimization in partial differential equations
On the inverse problem of identifying Lamé coefficients in linear elasticity

Computers & Mathematics with Applications
Multilevel algorithm for a Poisson noise removal model with total-variation regularization

International Journal of Computer Mathematics - Fast Iterative and Preconditioning Methods for Linear and Non-Linear Systems
Log-det approximation based on uniformly distributed seeds and its application to Gaussian process regression

Journal of Computational and Applied Mathematics
The Lagrange method for the regularization of discrete ill-posed problems

Computational Optimization and Applications
Determining the regularization parameters for super-resolution problems

Signal Processing
A study of hydrodynamic mass-consistent models

Journal of Computational Methods in Sciences and Engineering
Large-Scale Image Deblurring in Java

ICCS '08 Proceedings of the 8th international conference on Computational Science, Part I
A parallel computational model for sensitivity analysis in optimization for robustness

Optimization Methods & Software
Gaussian Regularized Sliced Inverse Regression

Statistics and Computing
Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems

Journal of Computational Physics
Review: Adaptive total variation image deblurring: A majorization-minimization approach

Signal Processing
Multi-scale Total Variation with Automated Regularization Parameter Selection for Color Image Restoration

SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
Projected Gradient Based Color Image Decomposition

SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
Total-Variation Based Piecewise Affine Regularization

SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
A multi-resolution, non-parametric, Bayesian framework for identification of spatially-varying model parameters

Journal of Computational Physics
An Adaptive Method for Recovering Image from Mixed Noisy Data

International Journal of Computer Vision
Efficient minimization method for a generalized total variation functional

IEEE Transactions on Image Processing
Elliptic optimal control problems with L1-control cost and applications for the placement of control devices

Computational Optimization and Applications
Fast Two-Phase Image Deblurring Under Impulse Noise

Journal of Mathematical Imaging and Vision
Electrical impedance tomography using level set representation and total variational regularization

Journal of Computational Physics
Equivalence results for TV diffusion and TV regularisation

Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Counter-examples for Bayesian MAP restoration

SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
UPRE method for total variation parameter selection

Signal Processing
Implementing a Bayesian approach to criminal geographic profiling

Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application
Parallel Colt: A High-Performance Java Library for Scientific Computing and Image Processing

ACM Transactions on Mathematical Software (TOMS)
Mathematical Modeling of Textures: Application to Color Image Decomposition with a Projected Gradient Algorithm

Journal of Mathematical Imaging and Vision
On high-order denoising models and fast algorithms for vector-valued images

IEEE Transactions on Image Processing
An efficient and robust numerical algorithm for estimating parameters in Turing systems

Journal of Computational Physics
Post-silicon power characterization using thermal infrared emissions

Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
Adaptive Variational Method for Restoring Color Images with High Density Impulse Noise

International Journal of Computer Vision
Magnetic particle imaging: model and reconstruction

ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
High-zoom video hallucination by exploiting spatio-temporal regularities

CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
A Simple Regularization of the Polynomial Interpolation for the Resolution of the Runge Phenomenon

Journal of Scientific Computing
An MLP neural net with L1 and L2 regularizers for real conditions of deblurring

EURASIP Journal on Advances in Signal Processing
Approximation of Bayesian Inverse Problems for PDEs

SIAM Journal on Numerical Analysis
Heuristic Parameter-Choice Rules for Convex Variational Regularization Based on Error Estimates

SIAM Journal on Numerical Analysis
GPU-Based Volume Reconstruction from Very Few Arbitrarily Aligned X-Ray Images

SIAM Journal on Scientific Computing
An Efficient Iterative Approach for Large-Scale Separable Nonlinear Inverse Problems

SIAM Journal on Scientific Computing
An Iterative Method for Edge-Preserving MAP Estimation When Data-Noise Is Poisson

SIAM Journal on Scientific Computing
Multilevel Approach For Signal Restoration Problems With Toeplitz Matrices

SIAM Journal on Scientific Computing
A Multilevel Algorithm for Simultaneously Denoising and Deblurring Images

SIAM Journal on Scientific Computing
Numerical Algorithms for Polyenergetic Digital Breast Tomosynthesis Reconstruction

SIAM Journal on Imaging Sciences
Improved Total Variation-Type Regularization Using Higher Order Edge Detectors

SIAM Journal on Imaging Sciences
Multigrid Algorithm for High Order Denoising

SIAM Journal on Imaging Sciences
Primal and Dual Bregman Methods with Application to Optical Nanoscopy

International Journal of Computer Vision
Antireflective boundary conditions for deblurring problems

Journal of Electrical and Computer Engineering - Special issue on iterative signal processing in communications
Automated Regularization Parameter Selection in Multi-Scale Total Variation Models for Image Restoration

Journal of Mathematical Imaging and Vision
Original Article: Comparingparameter choice methods for regularization of ill-posed problems

Mathematics and Computers in Simulation
A new framework of multiphase segmentation and its application to partial volume segmentation

Applied Computational Intelligence and Soft Computing
Regularization parameter selection and an efficient algorithm for total variation-regularized positron emission tomography

Numerical Algorithms
Numerical identification of a nonlinear diffusion coefficient by discrete mollification

Computers & Mathematics with Applications
A preconditioning technique for a class of PDE-constrained optimization problems

Advances in Computational Mathematics
Sensor network design for the estimation of spatially distributed processes

International Journal of Applied Mathematics and Computer Science
Kronecker product approximations for image restoration with whole-sample symmetric boundary conditions

Information Sciences: an International Journal
A modified fixed-point iterative algorithm for image restoration using fourth-order PDE model

Applied Numerical Mathematics
Perceptually-based compensation of light pollution in display systems

Proceedings of the ACM SIGGRAPH Symposium on Applied Perception in Graphics and Visualization
Fast Algorithms for Source Identification Problems with Elliptic PDE Constraints

SIAM Journal on Imaging Sciences
Fast Algorithms for Bayesian Uncertainty Quantification in Large-Scale Linear Inverse Problems Based on Low-Rank Partial Hessian Approximations

SIAM Journal on Scientific Computing
A Regularization Parameter for Nonsmooth Tikhonov Regularization

SIAM Journal on Scientific Computing
Parametric Level Set Methods for Inverse Problems

SIAM Journal on Imaging Sciences
A Regularized Gauss-Newton Trust Region Approach to Imaging in Diffuse Optical Tomography

SIAM Journal on Scientific Computing
Sparsity reconstruction in electrical impedance tomography: An experimental evaluation

Journal of Computational and Applied Mathematics
AIR Tools - A MATLAB package of algebraic iterative reconstruction methods

Journal of Computational and Applied Mathematics
Homotopy method for a mean curvature-based denoising model

Applied Numerical Mathematics
Heuristic regularization methods for numerical differentiation

Computers & Mathematics with Applications
Relations between higher order TV regularization and support vector regression

Scale-Space'05 Proceedings of the 5th international conference on Scale Space and PDE Methods in Computer Vision
Application of high order numerical quadratures to numerical inversion of the Laplace transform

Advances in Computational Mathematics
A super-resolution reconstruction algorithm for hyperspectral images

Signal Processing
Control reconstruction in hyperbolic systems

Automation and Remote Control
An improved Newton projection method for nonnegative deblurring of Poisson-corrupted images with Tikhonov regularization

Numerical Algorithms
Standard error computations for uncertainty quantification in inverse problems: Asymptotic theory vs. bootstrapping

Mathematical and Computer Modelling: An International Journal
The Chaotic Nature of Faster Gradient Descent Methods

Journal of Scientific Computing
Numerical methods for A-optimal designs with a sparsity constraint for ill-posed inverse problems

Computational Optimization and Applications
Directional Sparsity in Optimal Control of Partial Differential Equations

SIAM Journal on Control and Optimization
Experimental Design for Biological Systems

SIAM Journal on Control and Optimization
Optimization methods for calibration of heat conduction models

LSSC'11 Proceedings of the 8th international conference on Large-Scale Scientific Computing
Material parameter identification with parallel processing and geo-applications

PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part I
Solving inverse problems by decomposition, classification and simple modeling

Information Sciences: an International Journal
Post-silicon power mapping techniques for integrated circuits

Integration, the VLSI Journal
Regularized signal deconvolution based on hybrid swarm intelligence: application to neutron imaging

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
NPTool: a Matlab software for nonnegative image restoration with Newton projection methods

Numerical Algorithms
A balanced combination of Tikhonov and total variation regularizations for reconstruction of piecewise-smooth signals

Signal Processing
Optimal reconstruction of material properties in complex multiphysics phenomena

Journal of Computational Physics
Restoration of Poisson noise corrupted digital images with nonlinear PDE based filters along with the choice of regularization parameter estimation

Pattern Recognition Letters
Fuzzy clustering based ET image fusion

Information Fusion
Coupling Image Restoration and Segmentation: A Generalized Linear Model/Bregman Perspective

International Journal of Computer Vision
A sparse proximal Newton splitting method for constrained image deblurring

Neurocomputing
Spatial stochastic direct and inverse analysis for the extent of damage in deteriorated RC structures

Computers and Structures
Total variation regularization algorithms for images corrupted with different noise models: a review

Journal of Electrical and Computer Engineering
A Gauss-Newton approach to joint image registration and intensity correction

Computer Methods and Programs in Biomedicine
Stopping rules for iterative methods in nonnegatively constrained deconvolution

Applied Numerical Mathematics
A tutorial on rank-based coefficient estimation for censored data in small- and large-scale problems

Statistics and Computing
Low-rank separated representation surrogates of high-dimensional stochastic functions: Application in Bayesian inference

Journal of Computational Physics
Sundance: High-level software for PDE-constrained optimization

Scientific Programming
An adaptive regularization method for sparse representation

Integrated Computer-Aided Engineering

Quantified Score

Hi-index	0.05

Computational Methods for Inverse Problems

Quantified Score

Visualization

Abstract