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Category: Statistical Methods Publications

Publications related to signal processing and statistical methods.

Sparse Solution of Underdetermined Systems of Linear Equations by Stagewise Orthogonal Matching Pursuit
Publications Statistical Methods Publications

Sparse Solution of Underdetermined Systems of Linear Equations by Stagewise Orthogonal Matching Pursuit

February 6, 2012June 28, 2017 Jean-Luc Starck

  Authors: D. L. Donoho, Y. Tsaig, I. Drori, J.-L. Starck Journal: IEEE Year: 2012 Download: IEEE Abstract…

Post read time 56 sec read
Indoor positioning in Wireless LANS using compressive sensing signal-strength fingerprints
Publications Statistical Methods Publications

Indoor positioning in Wireless LANS using compressive sensing signal-strength fingerprints

August 29, 2011June 28, 2017 Samuel Farrens

  Authors: D. Milioris, G. Tzagkarakis, P. Jacquet Journal: EUSIPCO Year: 2011 Download: IEEE Abstract…

Post read time 53 sec read
Joint Sparse Signal Ensemble Reconstruction in a WSN Using Decentralized Bayesian Matching Pursuit
Publications Statistical Methods Publications

Joint Sparse Signal Ensemble Reconstruction in a WSN Using Decentralized Bayesian Matching Pursuit

August 29, 2011June 28, 2017 Jean-Luc Starck

  Authors: G. Tzagkarakis, J.-L. Starck, P. Tsakalides Journal: EUSIPCO Year: 2011 Download: IEEE Abstract Wireless networks…

Post read time 48 sec read
Feasibility and performances of compressed-sensing and sparse map-making with Herschel/PACS data
Publications Statistical Methods Publications

Feasibility and performances of compressed-sensing and sparse map-making with Herschel/PACS data

March 1, 2011June 28, 2017 Samuel Farrens

  Authors: N. Barbey, M. Sauvage, J.-L. Starck, R. Ottensamer, P. Chanial Journal: A&A Year: 2011 Download: ADS |…

Post read time 1 min read
3-D Data Denoising and Inpainting with the Low-Redundancy Fast Curvelet Transform
Publications Statistical Methods Publications

3-D Data Denoising and Inpainting with the Low-Redundancy Fast Curvelet Transform

October 5, 2010June 28, 2017 Samuel Farrens

  Authors: A. Woiselle, J.-L. Starck, J. Fadili Journal: Journal of Mathematical Imaging and…

Post read time 40 sec read
Hyperspectral BSS Using GMCA With Spatio-Spectral Sparsity Constraints
BSS Publications Publications Statistical Methods Publications

Hyperspectral BSS Using GMCA With Spatio-Spectral Sparsity Constraints

August 19, 2010August 30, 2018 Jean-Luc Starck

  Authors: Y, Moudden, J. Bobin Journal: IEEE Year: 2014 Download: IEEE Abstract Non-negative blind source…

Post read time 52 sec read
Stein block thresholding for wavelet-based image deconvolution
Publications Statistical Methods Publications

Stein block thresholding for wavelet-based image deconvolution

April 29, 2010June 28, 2017 Samuel Farrens

  Authors: C. Chesneau, J. Fadili, J.-L. Starck Journal: Applied and Computational Harmonic Analysis Year:…

Post read time 38 sec read
3D curvelet transforms and astronomical data restoration
Publications Statistical Methods Publications

3D curvelet transforms and astronomical data restoration

January 6, 2010June 28, 2017 Samuel Farrens

  Authors: A. Woiselle, J.-L. Starck, J. Fadili Journal: Applied and Computational Harmonic Analysis…

Post read time 31 sec read
A proximal iteration for deconvolving Poisson noisy images using sparse representations
Publications Statistical Methods Publications

A proximal iteration for deconvolving Poisson noisy images using sparse representations

February 1, 2009June 28, 2017 Samuel Farrens

  Authors: F.-X. Dupé, J. Fadili, J.-L. Starck Journal: IEEE Year: 2009 Download: ADS | arXiv Abstract…

Post read time 38 sec read
Compressed Sensing in Astronomy
Publications Statistical Methods Publications

Compressed Sensing in Astronomy

November 1, 2008June 28, 2017 Jean-Luc Starck

  Authors: J.Bobin, J-L Starck, R. Ottensamer Journal: IEEE Year: 2008 Download: ADS |…

Post read time 1 min read

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