Jean-Luc Starck

According to our database1, Jean-Luc Starck authored at least 108 papers between 1994 and 2018.

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Bibliography

2018
Wasserstein Dictionary Learning: Optimal Transport-Based Unsupervised Nonlinear Dictionary Learning.
SIAM J. Imaging Sciences, 2018

Semi-supervised dual graph regularized dictionary learning.
CoRR, 2018

On the dissection of degenerate cosmologies with machine learning.
CoRR, 2018

A Distributed Learning Architecture for Scientific Imaging Problems.
CoRR, 2018

Modelling Data with both Sparsity and a Gaussian Random Field: Application to Dark Matter Mass Mapping in Cosmology.
Proceedings of the 26th European Signal Processing Conference, 2018

Dictionary Learning for Photometric Redshift Estimation.
Proceedings of the 26th European Signal Processing Conference, 2018

Analysis vs Synthesis-based Regularization for Combined Compressed Sensing and Parallel MRI Reconstruction at 7 Tesla.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Point Spread Function Field Learning Based on Optimal Transport Distances.
SIAM J. Imaging Sciences, 2017

Joint Multichannel Deconvolution and Blind Source Separation.
SIAM J. Imaging Sciences, 2017

Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning.
CoRR, 2017

PSF field learning based on Optimal Transport Distances.
CoRR, 2017

Joint Multichannel Deconvolution and Blind Source Separation.
CoRR, 2017

A distributed learning architecture for big imaging problems in astrophysics.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Application of non-negative matrix factorization to LC/MS data.
Signal Processing, 2016

Constraint matrix factorization for space variant PSFs field restoration.
CoRR, 2016

Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16).
CoRR, 2016

2015
Starlet Transform in Astronomical Data Processing.
Proceedings of the Handbook of Mathematical Methods in Imaging, 2015

Sparsity and Adaptivity for the Blind Separation of Partially Correlated Sources.
IEEE Trans. Signal Processing, 2015

Compressive Video Sensing with Adaptive Measurement Allocation for Improving MPEGx Performance.
Proceedings of the VISAPP 2015, 2015

Compressed sensing and radio interferometry.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
NMF with Sparse Regularizations in Transformed Domains.
SIAM J. Imaging Sciences, 2014

NMF with Sparse Regularizations in Transformed Domains.
CoRR, 2014

Super-resolution method using sparse regularization for point-spread function recovery.
CoRR, 2014

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).
CoRR, 2014

Sparsity and adaptivity for the blind separation of partially correlated sources.
CoRR, 2014

Sparse blind source separation for partially correlated sources.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Compressed sensing reconstruction of convolved sparse signals.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Sparse and Non-Negative BSS for Noisy Data.
IEEE Trans. Signal Processing, 2013

Covariation-based subspace-augmented MUSIC for joint sparse support recovery in impulsive environments.
Signal Processing, 2013

Astronomical Image Denoising Using Dictionary Learning
CoRR, 2013

Sparse and Non-Negative BSS for Noisy Data.
CoRR, 2013

Joint reconstruction of compressively sensed ultrasound RF echoes by exploiting temporal correlations.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Sparse redundant formulations and non-negativity in Blind Source Separation.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Sparse Solution of Underdetermined Systems of Linear Equations by Stagewise Orthogonal Matching Pursuit.
IEEE Trans. Information Theory, 2012

Design of a Compressive Remote Imaging System Compensating a Highly Lightweight Encoding with a Refined Decoding Scheme.
Proceedings of the VISAPP 2012, 2012

Compressive video classification for decision systems with limited resources.
Proceedings of the 2012 Picture Coding Symposium, 2012

Compressive video classification in a low-dimensional manifold with learned distance metric.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Introduction to the issue on Adaptive Sparse Representation of Data and Applications in Signal and Image Processing.
J. Sel. Topics Signal Processing, 2011

3-D Data Denoising and Inpainting with the Low-Redundancy Fast Curvelet Transform.
Journal of Mathematical Imaging and Vision, 2011

Linear inverse problems with various noise models and mixed regularizations.
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

Inverse problems with poisson noise: Primal and primal-dual splitting.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Data augmentation for galaxy density map reconstruction.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Source separation in cosmology, from global to local models.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Joint sparse signal ensemble reconstruction in a WSN using decentralized Bayesian matching pursuit.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Light on dark matter with weak gravitational lensing.
IEEE Signal Process. Mag., 2010

Learning the Morphological Diversity.
SIAM J. Imaging Sciences, 2010

Astronomical Data Analysis and Sparsity: From Wavelets to Compressed Sensing.
Proceedings of the IEEE, 2010

Image Decomposition and Separation Using Sparse Representations: An Overview.
Proceedings of the IEEE, 2010

MCALab: Reproducible Research in Signal and Image Decomposition and Inpainting.
Computing in Science and Engineering, 2010

Sparse Image and Signal Processing - Wavelets, Curvelets, Morphological Diversity.
Cambridge University Press, ISBN: 978-0-521-11913-9, 2010

2009
Numerical Issues When Using Wavelets.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Curvelets and Ridgelets.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

A Proximal Iteration for Deconvolving Poisson Noisy Images Using Sparse Representations.
IEEE Trans. Image Processing, 2009

Morphological Diversity and Sparsity for Multichannel Data Restoration.
Journal of Mathematical Imaging and Vision, 2009

Scale-Based Gaussian Coverings: Combining Intra and Inter Mixture Models in Image Segmentation.
Entropy, 2009

Scale-Based Gaussian Coverings: Combining Intra and Inter Mixture Models in Image Segmentation
CoRR, 2009

Inpainting and Zooming Using Sparse Representations.
Comput. J., 2009

Blind Source Separation with Spatio-SpectralSparsity Constraints - Application to Hyperspectral Data Analysis.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

An overview of inverse problem regularization using sparsity.
Proceedings of the International Conference on Image Processing, 2009

Monotone operator splitting for optimization problems in sparse recovery.
Proceedings of the International Conference on Image Processing, 2009

Image deconvolution by stein block thresholding.
Proceedings of the International Conference on Image Processing, 2009

Sparsity and morphological diversity for hyperspectral data analysis.
Proceedings of the International Conference on Image Processing, 2009

2008
Wavelets, Ridgelets, and Curvelets for Poisson Noise Removal.
IEEE Trans. Image Processing, 2008

Wavelet and curvelet moments for image classification: Application to aggregate mixture grading.
Pattern Recognition Letters, 2008

Compressed Sensing in Astronomy.
J. Sel. Topics Signal Processing, 2008

Wavelet and Curvelet Moments for Image Classification: Application to Aggregate Mixture Grading
CoRR, 2008

Deconvolution of confocal microscopy images using proximal iteration and sparse representations.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Image deconvolution under poisson noise using sparse representations and proximal thresholding iteration.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
The Undecimated Wavelet Decomposition and its Reconstruction.
IEEE Trans. Image Processing, 2007

Morphological Component Analysis: An Adaptive Thresholding Strategy.
IEEE Trans. Image Processing, 2007

Sparsity and Morphological Diversity in Blind Source Separation.
IEEE Trans. Image Processing, 2007

Multiscale Variance-Stabilizing Transform for Mixed-Poisson-Gaussian Processes and its Applications in Bioimaging.
Proceedings of the International Conference on Image Processing, 2007

Morphological Diversity and Sparse Image Denoising.
Proceedings of the IEEE International Conference on Acoustics, 2007

Morphological Diversity and Sparsity in Blind Source Separation.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006
Morphological diversity and source separation.
IEEE Signal Process. Lett., 2006

Wavelet-based nonlinear multiscale decomposition model for electricity load forecasting.
Neurocomputing, 2006

Multi-Scale Variance Stabilizing Transform for Multi-Dimensional Poisson Count Image Denoising.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Enhanced Source Separation by Morphological Component Analysis.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Astronomical Image and Data Analysis, Second Edition.
Astronomy and Astrophysics Library, Springer, ISBN: 978-3-540-33024-0, 2006

2005
Wavelet-based combined signal filtering and prediction.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2005

Image Decomposition via the Combination of Sparse Representations and a Variational Approach.
IEEE Trans. Image Processing, 2005

A machine vision approach to the grading of crushed aggregate.
Mach. Vis. Appl., 2005

Bayesian inference for multiband image segmentation via model-based cluster trees.
Image Vision Comput., 2005

Analysis of the Spatial Distribution of Galaxies by Multiscale Methods.
EURASIP J. Adv. Sig. Proc., 2005

Blind Component Separation in Wavelet Space: Application to CMB Analysis.
EURASIP J. Adv. Sig. Proc., 2005

Cosmological Non-Gaussian Signature Detection: Comparing Performance of Different Statistical Tests.
EURASIP J. Adv. Sig. Proc., 2005

EM algorithm for sparse representation-based image inpainting.
Proceedings of the 2005 International Conference on Image Processing, 2005

Curvelet transform on the sphere.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
On neuro-wavelet modeling.
Decision Support Systems, 2004

2003
Gray and color image contrast enhancement by the curvelet transform.
IEEE Trans. Image Processing, 2003

Wavelets and curvelets for image deconvolution: a combined approach.
Signal Processing, 2003

Quantization from Bayes factors with application to multilevel thresholding.
Pattern Recognition Letters, 2003

Prediction Based on a Multiscale Decomposition.
IJWMIP, 2003

Deconvolution based on the curvelet transform.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
The curvelet transform for image denoising.
IEEE Trans. Image Processing, 2002

Compression of grayscale scientific and medical image data.
Data Science Journal, 2002

Distributed visual information management in astronomy.
Computing in Science and Engineering, 2002

2001
Multispectral data restoration by the wavelet Karhunen-Loève transform.
Signal Processing, 2001

2000
Image processing through multiscale analysis and measurement noise modeling.
Statistics and Computing, 2000

Overcoming the Curse of Dimensionality in Clustering by Means of the Wavelet Transform.
Comput. J., 2000

1999
Multiscale entropy filtering.
Signal Processing, 1999

Spatial representation of economic and financial measures used in agriculture via wavelet analysis.
International Journal of Geographical Information Science, 1999

1998
Pattern clustering based on noise modeling in wavelet space.
Pattern Recognition, 1998

Very-high-quality image compression based on noise modeling.
Int. J. Imaging Systems and Technology, 1998

Image Processing and Data Analysis - The Multiscale Approach.
Cambridge University Press, ISBN: 978-0-521-59914-6, 1998

1995
Multiresolution in astronomical image processing: A general framework.
Int. J. Imaging Systems and Technology, 1995

Multiresolution Support Applied to Image Filtering and Restoration.
CVGIP: Graphical Model and Image Processing, 1995

1994
Filtering and deconvolution by the wavelet transform.
Signal Processing, 1994


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