Analysis of discrete ill-posed problems by means of the L-curve

Short communication: A domain decomposition technique for spline image restoration on distributed memory systems

Parallel Computing

Statistical approaches in quantitative positron emissiontomography

Statistics and Computing

Theme Editor's Introduction: Computational Inverse Problems in Medicine

IEEE Computational Science & Engineering

Regularization methods in dynamic MRI

Applied Mathematics and Computation

Direct numerical identification of boundary values in the Laplace equation

Journal of Computational and Applied Mathematics - Proceedings of the international conference on recent advances in computational mathematics

On different facets of regularization theory

Neural Computation

Approximate maximum likelihood hyperparameter estimation for Gibbs priors

ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol.2)-Volume 2 - Volume 2

Active blobs: region-based, deformable appearance models

Computer Vision and Image Understanding - Special issue on nonrigid image registration

Detecting multiple change-points in the mean of Gaussian process by model selection

Signal Processing

Additive Regularization Trade-Off: Fusion of Training and Validation Levels in Kernel Methods

Machine Learning

Representation of High Resolution Images from Low Sampled Fourier Data: Applications to Dynamic MRI

Journal of Mathematical Imaging and Vision

An improved preconditioned LSQR for discrete ill-posed problems

Mathematics and Computers in Simulation - Special issue: Applied and computational mathematics - selected papers of the fifth PanAmerican workshop - June 21-25, 2004, Tegucigalpa, Honduras

L- and Θ-curve approaches for the selection of regularization parameter in geophysical diffraction tomography

Computers & Geosciences

Sylvester Tikhonov-regularization methods in image restoration

Journal of Computational and Applied Mathematics

Regularized fuzzy c-means method for brain tissue clustering

Pattern Recognition Letters

Practical least-squares for computer graphics: Video files associated with this course are available from the citation page

ACM SIGGRAPH 2007 courses

Restoration of astrophysical images: the case of poisson data with additive Gaussian noise

EURASIP Journal on Applied Signal Processing

Level choice in truncated total least squares

Computational Statistics & Data Analysis

Empirical Bayes linear regression with unknown model order

Digital Signal Processing

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

A new L-curve for ill-posed problems

Journal of Computational and Applied Mathematics

Choice of the regularization parameter in ill-posed problems with rough estimate of the noise level of data

MATH'05 Proceedings of the 7th WSEAS International Conference on Applied Mathematics

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

Computational Optimization and Applications

Efficient solution of nonlinear, underdetermined inverse problems with a generalized PDE model

Computers & Geosciences

Algorithms for sparse nonnegative tucker decompositions

Neural Computation

On Regularization Parameters Estimation in Edge---Preserving Image Reconstruction

ICCSA '08 Proceedings of the international conference on Computational Science and Its Applications, Part II

Identification of a heat transfer coefficient when it is a function depending on temperature

WSEAS Transactions on Mathematics

Robust constrained receding-horizon predictive control via bounded data uncertainties

Mathematics and Computers in Simulation

Method of fundamental solutions with optimal regularization techniques for the Cauchy problem of the Laplace equation with singular points

Journal of Computational Physics

An Algorithm for Image Denoising with Automatic Noise Estimate

Journal of Mathematical Imaging and Vision

A study on the influence of measurement location and regularization on the evaluation of boundary tractions by inverse finite element method

Finite Elements in Analysis and Design

A new variant of L-curve for Tikhonov regularization

Journal of Computational and Applied Mathematics

A review of robust optimal design and its application in dynamics

Computers and Structures

The physical retrieval methodology for IASI: the δ-IASI code

Environmental Modelling & Software

Regularization Parameter Selection in Discrete Ill-Posed Problems-The Use of the U-Curve

International Journal of Applied Mathematics and Computer Science

Fast communication: High-resolution harmonic retrieval using the full fourth-order cumulant

Signal Processing

Regularization in cardiac source imaging

FIMH'03 Proceedings of the 2nd international conference on Functional imaging and modeling of the heart

Search for a computationally efficient image super-resolution algorithm

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I

Unsupervised blind separation and debluring of mixtures of sources

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III

An evolutionary approach to inverse gray level quantization

VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems

An efficient parallel implementation of the MSPAI preconditioner

Parallel Computing

Joint deconvolution and demosaicing

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing

An adaptive greedy technique for inverse boundary determination problem

Journal of Computational Physics

Regularization of phase retrieval with phase-attenuation duality prior for 3-D holotomography

IEEE Transactions on Image Processing

Review article: Edge and line oriented contour detection: State of the art

Image and Vision Computing

Automatic parameter selection for denoising algorithms using a no-reference measure of image content

IEEE Transactions on Image Processing

Estimating force fields of living cells - comparison of several regularization schemes combined with automatic parameter choice

Proceedings of the 32nd DAGM conference on Pattern recognition

Original article: A new investigation into regularization techniques for the method of fundamental solutions

Mathematics and Computers in Simulation

Smoothing and regularization with modified sparse approximate inverses

Journal on Image and Video Processing - Special issue on iterative signal processing in communications

Truncated total least squares method with a practical truncation parameter choice scheme for bioluminescence tomography inverse problem

Journal of Biomedical Imaging - Special issue on mathematical methods for images and surfaces

Comparison of parameter choices in regularization algorithms in case of different information about noise level

Calcolo: a quarterly on numerical analysis and theory of computation

Convex constrained optimization for large-scale generalized Sylvester equations

Computational Optimization and Applications

Spatiotemporal analysis of multichannel EEG: CARTOOL

Computational Intelligence and Neuroscience - Special issue on academic software applications for electromagnetic brain mapping using MEG and EEG

Original Article: Comparingparameter choice methods for regularization of ill-posed problems

Mathematics and Computers in Simulation

Identification of both structural damages in bridge deck and vehicular parameters using measured dynamic responses

Computers and Structures

Input estimation in nonlinear dynamical systems using differential algebra techniques

Automatica (Journal of IFAC)

Robust ISAR imaging based on compressive sensing from noisy measurements

Signal Processing

Deconvolution-based CT and MR brain perfusion measurement: theoretical model revisited and practical implementation details

Journal of Biomedical Imaging

Portfolio Selection Using Tikhonov Filtering to Estimate the Covariance Matrix

SIAM Journal on Financial Mathematics

Locally linear embedding based on correntropy measure for visualization and classification

Neurocomputing

A generalized global Arnoldi method for ill-posed matrix equations

Journal of Computational and Applied Mathematics

Heuristic regularization methods for numerical differentiation

Computers & Mathematics with Applications

Regularization for super-resolution image reconstruction

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II

A new method for linear ill-posed problems: iteration method by rectifying eigenvalue

ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications

Spatially varying regularization of image sequences super-resolution

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III

The inverse scattering problem for cavities with impedance boundary condition

Advances in Computational Mathematics

The inverse scattering problem for cavities

Applied Numerical Mathematics

A fast iterative shrinkage-thresholding algorithm for electrical resistance tomography

WSEAS Transactions on Circuits and Systems

Efficient determination of the hyperparameter in regularized total least squares problems

Applied Numerical Mathematics

Multifactorial descriptive modelling on irregular data designs

Mathematical and Computer Modelling: An International Journal

A comparative study on applying the method of fundamental solutions to the backward heat conduction problem

Mathematical and Computer Modelling: An International Journal

Convex Approximation Technique for Interacting Line Elements Deblurring: a New Approach

Journal of Mathematical Imaging and Vision

Fast derivative computation using smooth X-splines

Applied Numerical Mathematics

Video analysis based on Multi-Kernel Representation with automatic parameter choice

Neurocomputing

A Dynamical Tikhonov Regularization for Solving Ill-posed Linear Algebraic Systems

Acta Applicandae Mathematicae: an international survey journal on applying mathematics and mathematical applications

A method for simultaneous identification of the full nonlinear damping and the phase shift and amplitude of the external harmonic excitation in a forced nonlinear oscillator

Computers and Structures

Old and new parameter choice rules for discrete ill-posed problems

Numerical Algorithms

An iterative stochastic ensemble method for parameter estimation of subsurface flow models

Journal of Computational Physics

Application of the Ritz-Galerkin method for recovering the spacewise-coefficients in the wave equation

Computers & Mathematics with Applications

Conditional gradient Tikhonov method for a convex optimization problem in image restoration

Journal of Computational and Applied Mathematics

Hybrid nested sampling algorithm for Bayesian model selection applied to inverse subsurface flow problems

Journal of Computational Physics

A unified approach to identifying an unknown spacewise dependent source in a variable coefficient parabolic equation from final and integral overdeterminations

Applied Numerical Mathematics

A nonlinear level set model for image deblurring and denoising

The Visual Computer: International Journal of Computer Graphics