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1

Playing with Duality: An overview of recent primal?dual approaches for solving large-scale optimization problems

Komodakis, Nikos, Pesquet, Jean-Christophe

Journal:

IEEE Signal Processing Magazine

Année:

2015

Langue:

english

Fichier:

PDF, 2.72 MB

english, 2015

2

A Nonlocal Structure Tensor-Based Approach for Multicomponent Image Recovery Problems

Chierchia, Giovanni, Pustelnik, Nelly, Pesquet-Popescu, Beatrice, Pesquet, Jean-Christophe

Journal:

IEEE Transactions on Image Processing

Année:

2014

Langue:

english

Fichier:

PDF, 3.33 MB

english, 2014

3

Introduction to the Issue on Stochastic Simulation and Optimization in Signal Processing

Mclaughlin, Steve, Pereyra, Marcelo, Hero, Alfred O., Tourneret, Jean-Yves, Pesquet, Jean-Christophe

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2016

Langue:

english

Fichier:

PDF, 248 KB

english, 2016

4

[IEEE ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Calgary, AB, Canada (2018.4.15-2018.4.20)] 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - PIPA: A New Proximal Interior Point Algorithm for Large-Scale Convex Optimization

Corbineau, Marie-Caroline, Chouzenoux, Emilie, Pesquet, Jean-Christophe

Année:

2018

Langue:

english

Fichier:

PDF, 771 KB

english, 2018

5

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - How to Globally Solve Non-convex Optimization Problems Involving an Approximate ℓ 0 Penalization

Marmin, Arthur, Castella, Marc, Pesquet, Jean-Christophe

Année:

2019

Langue:

english

Fichier:

PDF, 298 KB

english, 2019

6

A unifying framework for lossless and progressive image coding

Amel Benazza-Benyahia, Jean-Christophe Pesquet

Journal:

Pattern Recognition

Année:

2002

Langue:

english

Fichier:

PDF, 297 KB

english, 2002

7

Primal-Dual Splitting Algorithm for Solving Inclusions with Mixtures of Composite, Lipschitzian, and Parallel-Sum Type Monotone Operators

Patrick L. Combettes, Jean-Christophe Pesquet

Journal:

Set-Valued and Variational Analysis

Année:

2012

Langue:

english

Fichier:

PDF, 504 KB

english, 2012

8

Variable Metric Forward–Backward Algorithm for Minimizing the Sum of a Differentiable Function and a Convex Function

Chouzenoux, Emilie, Pesquet, Jean-Christophe, Repetti, Audrey

Journal:

Journal of Optimization Theory and Applications

Année:

2014

Langue:

english

Fichier:

PDF, 1.08 MB

english, 2014

9

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Seismic multiple removal with a primal-dual proximal algorithm

Pham, Mai Quyen, Chaux, Caroline, Duval, Laurent, Pesquet, Jean-Christophe

Année:

2013

Langue:

english

Fichier:

PDF, 274 KB

english, 2013

10

A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal

Pham, Mai Quyen, Duval, Laurent, Chaux, Caroline, Pesquet, Jean-Christophe

Journal:

IEEE Transactions on Signal Processing

Année:

2014

Langue:

english

Fichier:

PDF, 5.29 MB

english, 2014

11

A proximal decomposition method for solving convex variational inverse problems

Combettes, Patrick L, Pesquet, Jean-Christophe

Journal:

Inverse Problems

Année:

2008

Langue:

english

Fichier:

PDF, 774 KB

english, 2008

12

Euclid in a Taxicab: Sparse Blind Deconvolution with Smoothed ${\ell _1}/{\ell _2}$ Regularization

Repetti, Audrey, Pham, Mai Quyen, Duval, Laurent, Chouzenoux, Emilie, Pesquet, Jean-Christophe

Journal:

IEEE Signal Processing Letters

Année:

2015

Langue:

english

Fichier:

PDF, 1.16 MB

english, 2015

13

A variational formulation for frame-based inverse problems

Chaux, Caroline, Combettes, Patrick L, Pesquet, Jean-Christophe, Wajs, Valérie R

Journal:

Inverse Problems

Année:

2007

Langue:

english

Fichier:

PDF, 991 KB

english, 2007

14

WAVELET-CONSTRAINED IMAGE RESTORATION

COMBETTES, PATRICK L., PESQUET, JEAN-CHRISTOPHE

Journal:

International Journal of Wavelets Multiresolution and Information Processing

Année:

2004

Langue:

english

Fichier:

PDF, 442 KB

english, 2004

15

Playing with Duality: An overview of recent primal?dual approaches for solving large-scale optimization problems

Komodakis, Nikos, Pesquet, Jean-Christophe

Journal:

IEEE Signal Processing Magazine

Année:

2015

Fichier:

PDF, 2.72 MB

2015

16

Introduction to the Issue on Stochastic Simulation and Optimization in Signal Processing

Mclaughlin, Steve, Pereyra, Marcelo, Hero, Alfred O., Tourneret, Jean-Yves, Pesquet, Jean-Christophe

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2016

Fichier:

PDF, 248 KB

2016

17

Convergence Rate Analysis of the Majorize–Minimize Subspace Algorithm

Chouzenoux, Emilie, Pesquet, Jean-Christophe

Journal:

IEEE Signal Processing Letters

Année:

2016

Langue:

english

Fichier:

PDF, 291 KB

english, 2016

18

Stochastic quasi-Fejér block-coordinate fixed point iterations with random sweeping II: mean-square and linear convergence

Combettes, Patrick L., Pesquet, Jean-Christophe

Journal:

Mathematical Programming

Année:

2018

Langue:

english

Fichier:

PDF, 532 KB

english, 2018

19

Deep Neural Network Structures Solving Variational Inequalities

Combettes, Patrick L., Pesquet, Jean-Christophe

Journal:

Set-Valued and Variational Analysis

Année:

2020

Fichier:

PDF, 637 KB

2020

20

[IEEE ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Barcelona, Spain (2020.5.4-2020.5.8)] ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Accuracy-Robustness Trade-Off for Positively Weighted Neural Networks

Neacsu, Ana, Pesquet, Jean-Christophe, Burileanu, Corneliu

Année:

2020

Fichier:

PDF, 396 KB

2020

21

A blind source separation framework for detecting CPM sources mixed by a convolutive MIMO filter

Marc Castella, Pascal Bianchi, Antoine Chevreuil, Jean-Christophe Pesquet

Journal:

Signal Processing

Année:

2006

Langue:

english

Fichier:

PDF, 533 KB

english, 2006

22

Synthesis of bidimensional α-stable models with long-range dependence

Béatrice Pesquet-Popescu, Jean-Christophe Pesquet

Journal:

Signal Processing

Année:

2002

Langue:

english

Fichier:

PDF, 2.15 MB

english, 2002

23

Motion estimation in the presence of illumination variations

Frances Jane Hampson, Jean-Christophe Pesquet

Journal:

Signal Processing: Image Communication

Année:

2000

Langue:

english

Fichier:

PDF, 614 KB

english, 2000

24

A Spatial Regularization Approach for Vector Quantization

Caroline Chaux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot

Journal:

Journal of Mathematical Imaging and Vision

Année:

2011

Langue:

english

Fichier:

PDF, 1.76 MB

english, 2011

25

A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging

Lotfi Chaâri, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Philippe Ciuciu

Journal:

Medical Image Analysis

Année:

2011

Langue:

english

Fichier:

PDF, 1.30 MB

english, 2011

26

Advances in multirate filter bank structures and multiscale representations

Thierry Blu, Laurent Duval, Truong Q. Nguyen, Jean-Christophe Pesquet

Journal:

Signal Processing

Année:

2011

Langue:

english

Fichier:

PDF, 85 KB

english, 2011

27

Adaptive lifting scheme with sparse criteria for image coding

Mounir Kaaniche, Béatrice Pesquet-Popescu, Amel Benazza-Benyahia, Jean-Christophe Pesquet

Journal:

EURASIP Journal on Advances in Signal Processing

Année:

2012

Langue:

english

Fichier:

PDF, 1.90 MB

english, 2012

28

Nested Iterative Algorithms for Convex Constrained Image Recovery Problems

Chaux, Caroline, Pesquet, Jean-Christophe, Pustelnik, Nelly

Journal:

SIAM Journal on Imaging Sciences

Année:

2009

Langue:

english

Fichier:

PDF, 855 KB

english, 2009

29

Relaxing Tight Frame Condition in Parallel Proximal Methods for Signal Restoration

Pustelnik, Nelly, Pesquet, Jean-Christophe, Chaux, Caroline

Journal:

IEEE Transactions on Signal Processing

Année:

2012

Langue:

english

Fichier:

PDF, 1.73 MB

english, 2012

30

A Majorize-Minimize Subspace Approach for $\ell_2-\ell_0$ Image Regularization

Chouzenoux, Emilie, Jezierska, Anna, Pesquet, Jean-Christophe, Talbot, Hugues

Journal:

SIAM Journal on Imaging Sciences

Année:

2013

Langue:

english

Fichier:

PDF, 1.76 MB

english, 2013

31

A Majorize-Minimize Memory Gradient method for complex-valued inverse problems

Florescu, Anisia, Chouzenoux, Emilie, Pesquet, Jean-Christophe, Ciuciu, Philippe, Ciochina, Silviu

Journal:

Signal Processing

Année:

2014

Langue:

english

Fichier:

PDF, 6.51 MB

english, 2014

32

An EM Approach for Time-Variant Poisson-Gaussian Model Parameter Estimation

Jezierska, Anna, Chaux, Caroline, Pesquet, Jean-Christophe, Talbot, Hugues, Engler, Gilbert

Journal:

IEEE Transactions on Signal Processing

Année:

2014

Langue:

english

Fichier:

PDF, 4.65 MB

english, 2014

33

Spatio-temporal wavelet regularization for parallel MRI reconstruction: application to functional MRI

Chaari, Lotfi, Ciuciu, Philippe, Mériaux, Sébastien, Pesquet, Jean-Christophe

Journal:

Magnetic Resonance Materials in Physics, Biology and Medicine

Année:

2014

Langue:

english

Fichier:

PDF, 7.99 MB

english, 2014

34

A Bit Allocation Method for Sparse Source Coding

Kaaniche, Mounir, Fraysse, Aurelia, Pesquet-Popescu, Beatrice, Pesquet, Jean-Christophe

Journal:

IEEE Transactions on Image Processing

Année:

2014

Langue:

english

Fichier:

PDF, 3.05 MB

english, 2014

35

[IEEE Proceedings of ICASSP '02 - Orlando, FL, USA (2002.05.13-2002.05.17)] IEEE International Conference on Acoustics Speech and Signal Processing - Performance analysis of blind signal separation methods based on asymmetric contrast functions

Pesquet, Jean-Christophe, Moreau, Eric, Thirion-Moreau, Nadege

Année:

2002

Langue:

english

Fichier:

PDF, 862 KB

english, 2002

36

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - A constrained-based optimization approach for seismic data recovery problems

Pham, Mai Quyen, Chaux, Caroline, Duval, Laurent, Pesquet, Jean-Christophe

Année:

2014

Langue:

english

Fichier:

PDF, 169 KB

english, 2014

37

[IEEE 2014 10th International Conference on Communications (COMM) - Bucharest, Romania (2014.5.29-2014.5.31)] 2014 10th International Conference on Communications (COMM) - Cramer-Rao bound for a sparse complex model

Florescu, Anisia, Chouzenoux, Emilie, Pesquet, Jean-Christophe, Ciochina, Silviu

Année:

2014

Langue:

english

Fichier:

PDF, 657 KB

english, 2014

38

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Dual constrained TV-based regularization

Couprie, Camille, Talbot, Hugues, Pesquet, Jean-Christophe, Najman, Laurent, Grady, Leo

Année:

2011

Langue:

english

Fichier:

PDF, 210 KB

english, 2011

39

[IEEE 2011 IEEE Statistical Signal Processing Workshop (SSP) - Nice, France (2011.06.28-2011.06.30)] 2011 IEEE Statistical Signal Processing Workshop (SSP) - Parameter estimation for hybrid wavelet-total variation regularization

Chaari, Lotfi, Pesquet, Jean-Christophe, Tourneret, Jean-Yves, Ciuciu, Philippe

Année:

2011

Langue:

english

Fichier:

PDF, 334 KB

english, 2011

40

[IEEE 2005 12th IEEE International Conference on Electronics, Circuits and Systems - (ICECS 2005) - Gammarth (2005.12.11-2005.12.14)] 2005 12th IEEE International Conference on Electronics, Circuits and Systems - An embedded coder for multispectral image compression based on vector lifting structures

Hattay, Jamel, Benazza-Benyahia, Amel, Pesquet, Jean-Christophe

Année:

2005

Langue:

english

Fichier:

PDF, 867 KB

english, 2005

41

[IEEE 2010 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies (ISABEL 2010) - Roma, Italy (2010.11.7-2010.11.10)] 2010 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies (ISABEL 2010) - Impact of the parallel imaging reconstruction algorithm on brain activity detection in fMRI

Chaari, Lotfi, Menauz, Sebastien, Pesquet, Jean-Christophe, Ciuciu, Philippe

Année:

2010

Langue:

english

Fichier:

PDF, 308 KB

english, 2010

42

[IEEE 2011 IEEE Workshop on Signal Processing Systems (SiPS) - Beirut, Lebanon (2011.10.4-2011.10.7)] 2011 IEEE Workshop on Signal Processing Systems (SiPS) - Disparity map estimation under convex constraints using proximal algorithms

Gheche, Mireille El, Pesquet, Jean-Christophe, Farah, Joumana, Chaux, Caroline, Pesquet-Popescu, Beatrice

Année:

2011

Langue:

english

Fichier:

PDF, 752 KB

english, 2011

43

A Nonlinear Stein-Based Estimator for Multichannel Image Denoising

Chaux, Caroline, Duval, Laurent, Benazza-Benyahia, Amel, Pesquet, Jean-Christophe

Journal:

IEEE Transactions on Signal Processing

Année:

2008

Langue:

english

Fichier:

PDF, 1.24 MB

english, 2008

44

Proximal Thresholding Algorithm for Minimization over Orthonormal Bases

Combettes, Patrick L., Pesquet, Jean-Christophe

Journal:

SIAM Journal on Optimization

Année:

2008

Langue:

english

Fichier:

PDF, 327 KB

english, 2008

45

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Proximal splitting methods for depth estimation

El Gheche, Mireille, Pesquet, Jean-Christophe, Farah, Joumana, Kaaniche, Mounir, Pesquet-Popescu, Beatrice

Année:

2011

Langue:

english

Fichier:

PDF, 421 KB

english, 2011

46

Dual Constrained TV-based Regularization on Graphs

Couprie, Camille, Grady, Leo, Najman, Laurent, Pesquet, Jean-Christophe, Talbot, Hugues

Journal:

SIAM Journal on Imaging Sciences

Année:

2013

Langue:

english

Fichier:

PDF, 1.76 MB

english, 2013

47

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - An epigraphical convex optimization approach for multicomponent image restoration using non-local structure tensor

Chierchia, Giovanni, Pustelnik, Nelly, Pesquet, Jean-Christophe, Pesquet-Popescu, Beatrice

Année:

2013

Langue:

english

Fichier:

PDF, 784 KB

english, 2013

48

[IEEE 2008 IEEE 10th Workshop on Multimedia Signal Processing (MMSP) - Cairns, Queensland (2008.10.8-2008.10.10)] 2008 IEEE 10th Workshop on Multimedia Signal Processing - A convex programming approach for color stereo matching

Miled, Wided, Pesquet-Popescu, Beatrice, Pesquet, Jean-Christophe

Année:

2008

Langue:

english

Fichier:

PDF, 426 KB

english, 2008

49

[IEEE 2011 18th IEEE International Conference on Image Processing (ICIP 2011) - Brussels, Belgium (2011.09.11-2011.09.14)] 2011 18th IEEE International Conference on Image Processing - A Memory Gradient algorithm for ℓ2 — ℓ0 regularization with applications to image restoration

Chouzenoux, Emilie, Pesquet, Jean-Christophe, Talbot, Hugues, Jezierska, Anna

Année:

2011

Langue:

english

Fichier:

PDF, 686 KB

english, 2011

50

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Epigraphical proximal projection for sparse multiclass SVM

Chierchia, Giovanni, Pustelnik, Nelly, Pesquet, Jean-Christophe, Pesquet-Popescu, Beatrice

Année:

2014

Langue:

english

Fichier:

PDF, 179 KB

english, 2014