4.7 Article

A General Framework for Sparsity-Based Denoising and Inversion

Related references

Note: Only part of the references are listed.
Article Geochemistry & Geophysics

Regularization of linear and non-linear geophysical ill-posed problems with joint sparsity constraints

A. Gholami et al.

GEOPHYSICAL JOURNAL INTERNATIONAL (2010)

Article Mathematics, Applied

Iterative hard thresholding for compressed sensing

Thomas Blumensath et al.

APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS (2009)

Article Engineering, Electrical & Electronic

Nonlinear Filtering for Sparse Signal Recovery From Incomplete Measurements

Laura B. Montefusco et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2009)

Article Engineering, Electrical & Electronic

Sparse Reconstruction by Separable Approximation

Stephen J. Wright et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2009)

Article Computer Science, Artificial Intelligence

The Split Bregman Method for L1-Regularized Problems

Tom Goldstein et al.

SIAM JOURNAL ON IMAGING SCIENCES (2009)

Article Mathematics, Applied

Linear Convergence of Iterative Soft-Thresholding

Kristian Bredies et al.

JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS (2008)

Article Computer Science, Artificial Intelligence

A new TwIST: Two-step iterative shrinkage/thresholding algorithms for image restoration

Jose M. Bioucas-Dias et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2007)

Article Mathematics, Applied

A variational formulation for frame-based inverse problems

Caroline Chaux et al.

INVERSE PROBLEMS (2007)

Article Mathematics, Applied

Analysis versus synthesis in signal priors

Michael Elad et al.

INVERSE PROBLEMS (2007)

Article Mathematics, Applied

Stable signal recovery from incomplete and inaccurate measurements

Emmanuel J. Candes et al.

COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS (2006)

Article Mathematics, Applied

For most large underdetermined systems of equations, the minimal l1-norm near-solution approximates the sparsest near-solution

David L. Donoho

COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS (2006)

Article Computer Science, Artificial Intelligence

Bayesian wavelet-based image deconvolution: A GEM algorithm exploiting a class of heavy-tailed priors

JM Bioucas-Dias

IEEE TRANSACTIONS ON IMAGE PROCESSING (2006)

Article Computer Science, Information Systems

Compressed sensing

DL Donoho

IEEE TRANSACTIONS ON INFORMATION THEORY (2006)

Article Mathematics, Interdisciplinary Applications

Signal recovery by proximal forward-backward splitting

PL Combettes et al.

MULTISCALE MODELING & SIMULATION (2005)

Article Mathematics, Applied

An iterative thresholding algorithm for linear inverse problems with a sparsity constraint

I Daubechies et al.

COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS (2004)

Article Statistics & Probability

Regularization of wavelet approximations

A Antoniadis et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2001)

Article Computer Science, Artificial Intelligence

Wavelet-based image estimation: An empirical Bayes approach using Jeffreys' noninformative prior

MAT Figueiredo et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2001)

Article Mathematics, Applied

Almost everywhere behavior of general wavelet shrinkage operators

T Tao et al.

APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS (2000)