Publications HAL de pesquet de la collection LIGM_SIGNAL
Article dans une revue
2019
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Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Hugues Chenot, Louis Laborelli. An Alternating Proximal Approach for Blind Video Deconvolution. Signal Processing: Image Communication, 2019, 70, pp.21-36. ⟨10.1016/j.image.2018.08.007⟩. ⟨hal-01668437v2⟩
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Luis Briceño-Arias, Giovanni Chierchia, Emilie Chouzenoux, Jean-Christophe Pesquet. A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression. Computational Optimization and Applications, 2019, 72 (3), pp.707-726. ⟨10.1007/s10589-019-00060-6⟩. ⟨hal-01672507⟩
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Emilie Chouzenoux, Tim Tsz-Kit Lau, Claire Lefort, Jean-Christophe Pesquet. Optimal Multivariate Gaussian Fitting with Applications to PSF Modeling in Two-Photon Microscopy Imaging. Journal of Mathematical Imaging and Vision, 2019, 61 (7), pp.1037-1050. ⟨10.1007/s10851-019-00884-1⟩. ⟨hal-01985663⟩
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2018
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Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet. An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension. Entropy, 2018, 20 (2), pp.110. ⟨10.3390/e20020110⟩. ⟨hal-01797093⟩
Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Hugues Chenot, Louis Laborelli. Dual Block Coordinate Forward-Backward Algorithm with Application to Deconvolution and Deinterlacing of Video Sequences. Journal of Mathematical Imaging and Vision, 2017, 59 (3), pp.415-431. ⟨10.1007/s10851-016-0696-y⟩. ⟨hal-01418393v2⟩
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Emilie Chouzenoux, Jean-Christophe Pesquet. A Stochastic Majorize-Minimize Subspace Algorithm for Online Penalized Least Squares Estimation. IEEE Transactions on Signal Processing, 2017, 65 (18), pp.4770 - 4783. ⟨10.1109/TSP.2017.2709265⟩. ⟨hal-01613204⟩
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Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux, Jean-Christophe Pesquet. A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise. IEEE Transactions on Computational Imaging, 2017, 3 (4), pp.722-737. ⟨10.1109/TCI.2017.2700203⟩. ⟨hal-01613200⟩
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2016
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Emilie Chouzenoux, Jean-Christophe Pesquet, Audrey Repetti. A block coordinate variable metric forward-backward algorithm. Journal of Global Optimization, 2016, pp.1-29. ⟨10.1007/s10898-016-0405-9⟩. ⟨hal-00945918⟩
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Emilie Chouzenoux, Jean-Christophe Pesquet. Convergence Rate Analysis of the Majorize-Minimize Subspace Algorithm. IEEE Signal Processing Letters, 2016, 23 (9), pp.1284 - 1288. ⟨10.1109/LSP.2016.2593589⟩. ⟨hal-01373641⟩
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Patrick Louis Combettes, Jean-Christophe Pesquet. Stochastic Approximations and Perturbations in Forward-Backward Splitting for Monotone Operators. Pure and Applied Functional Analysis, 2016, 1 (1), pp.13-37. ⟨hal-01380000⟩
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Stephen Mc Laughlin, Marcelo Alejandro Pereyra, Alfred O. Hero, Jean-Yves Tourneret, Jean-Christophe Pesquet. Introduction to the Issue on Stochastic Simulation and Optimization in Signal Processing. IEEE Journal of Selected Topics in Signal Processing, 2016, vol. 10 (n° 2), pp. 221-223. ⟨10.1109/JSTSP.2016.2524963⟩. ⟨hal-01490737⟩
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Nelly Pustelnik, Amel Benazza-Benhayia, Yuling Zheng, Jean-Christophe Pesquet. Wavelet-based Image Deconvolution and Reconstruction. Wiley Encyclopedia of Electrical and Electronics Engineering, 2016. ⟨hal-01164833v5⟩
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2015
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Giovanni Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu. Epigraphical splitting for solving constrained convex optimization problems with proximal tools. Signal, Image and Video Processing, 2015, 9 (8), pp.1737-1749. ⟨10.1007/s11760-014-0664-1⟩. ⟨hal-01372568⟩
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Emilie Chouzenoux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot. A Convex Approach for Image Restoration with Exact Poisson-Gaussian Likelihood. SIAM Journal on Imaging Sciences, 2015, 8 (4), pp.2662-2682. ⟨10.1137/15M1014395⟩. ⟨hal-00922151v3⟩
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Patrick Louis Combettes, Jean-Christophe Pesquet. Stochastic Quasi-Fejér Block-Coordinate Fixed Point Iterations with Random Sweeping. SIAM Journal on Optimization, 2015, 25 (2), pp.1221-1248. ⟨10.1137/140971233⟩. ⟨hal-01372221⟩
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Nikos Komodakis, Jean-Christophe Pesquet. Playing with Duality: An overview of recent primal-dual approaches for solving large-scale optimization problems. IEEE Signal Processing Magazine, 2015, ⟨10.1109/MSP.2014.2377273⟩. ⟨hal-01010437v3⟩
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Marcelo Alejandro Pereyra, Philip Schniter, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Yves Tourneret, et al.. A Survey of Stochastic Simulation and Optimization Methods in Signal Processing. IEEE Journal of Selected Topics in Signal Processing, 2015, vol. 10 (n° 2), pp. 224-241. ⟨10.1109/JSTSP.2015.2496908⟩. ⟨hal-01312917⟩
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Aurélie Pirayre, Camille Couprie, Frédérique Bidard, Laurent Duval, Jean-Christophe Pesquet. BRANE Cut: Biologically-Related A priori Network Enhancement with Graph cuts for Gene Regulatory Network Inference. BMC Bioinformatics, 2015, ⟨10.1186/s12859-015-0754-2⟩. ⟨hal-01330611⟩
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Audrey Repetti, Mai Quyen Pham, Laurent Duval, Emilie Chouzenoux, Jean-Christophe Pesquet. Euclid in a Taxicab: Sparse Blind Deconvolution with Smoothed ℓ 1 /ℓ 2 Regularization. IEEE Signal Processing Letters, 2015, 22 (5), pp.539-543. ⟨10.1109/LSP.2014.2362861⟩. ⟨hal-01328398⟩
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2014
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Lotfi Chaari, Philippe Ciuciu, Sébastien Mériaux, Jean-Christophe Pesquet. Spatio-temporal wavelet regularization for parallel MRI reconstruction: application to functional MRI. Magnetic Resonance Materials in Physics, Biology and Medicine, 2014, 27 (6), pp.41. ⟨10.1007/s10334-014-0436-5⟩. ⟨hal-01084324⟩
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Giovanni Chierchia, Nelly Pustelnik, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet. A Non-Local Structure Tensor Based Approach for Multicomponent Image Recovery Problems. IEEE Transactions on Image Processing, 2014, 23 (12), pp.5531-5544. ⟨10.1109/TIP.2014.2364141⟩. ⟨hal-01372564⟩
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Emilie Chouzenoux, Jean-Christophe Pesquet, Audrey Repetti. Variable metric forward-backward algorithm for minimizing the sum of a differentiable function and a convex function. Journal of Optimization Theory and Applications, 2014, 162 (1), pp.107-132. ⟨10.1007/s10957-013-0465-7⟩. ⟨hal-00789970⟩
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Anisia Florescu, Emilie Chouzenoux, Jean-Christophe Pesquet, Philippe Ciuciu, Silviu Ciochina. A Majorize-Minimize memory gradient method for complex-valued inverse problems. Signal Processing, 2014, 103, pp.285-295. ⟨10.1016/j.sigpro.2013.09.026⟩. ⟨hal-00829788⟩
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Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot, Gilbert Engler. An EM Approach for Time-Variant Poisson-Gaussian Model Parameter Estimation. IEEE Transactions on Signal Processing, 2014, 62 (1), pp.17-30. ⟨10.1109/TSP.2013.2283839⟩. ⟨hal-00766686v3⟩
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Mounir Kaaniche, Aurélia Fraysse, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet. A Bit Allocation Method for Sparse Source Coding. IEEE Transactions on Image Processing, 2014, 23 (1), pp.137-152. ⟨hal-00796891v4⟩
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Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal. IEEE Transactions on Signal Processing, 2014, 62 (16), pp.4256-4269. ⟨10.1109/TSP.2014.2331614⟩. ⟨hal-00914628⟩
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2013
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Caroline Chaux, Mireille El Gheche, Joumana Farah, Jean-Christophe Pesquet, Beatrice Pesquet-Popescu. A parallel proximal splitting method for disparity estimation from multicomponent images under illumination variation. Journal of Mathematical Imaging and Vision, 2013, 47 (3), pp.167-178. ⟨10.1007/s10851-012-0361-z⟩. ⟨hal-00733454⟩
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Emilie Chouzenoux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot. A Majorize-Minimize subspace approach for l2-l0 image regularization. SIAM Journal on Imaging Sciences, 2013, 6 (1), pp.563-591. ⟨10.1137/11085997X⟩. ⟨hal-00789962⟩
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Camille Couprie, Leo Grady, Laurent Najman, Jean-Christophe Pesquet, Hugues Talbot. Dual constrained TV-based regularization on graphs. SIAM Journal on Imaging Sciences, 2013, 6 (3), pp.246-1273. ⟨10.1137/120895068⟩. ⟨hal-00743968v2⟩
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2012
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Patrick Louis Combettes, Jean-Christophe Pesquet. Primal-dual splitting algorithm for solving inclusions with mixtures of composite, Lipschitzian, and parallel-sum type monotone operators. Set-Valued and Variational Analysis, 2012, 20 (2), pp.307-330. ⟨10.1007/s11228-011-0191-y⟩. ⟨hal-00794044⟩
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Mounir Kaaniche, Beatrice Pesquet-Popescu, Amel Benazza-Benyahia, Jean-Christophe Pesquet. Adaptive lifting scheme with sparse criteria for image coding. EURASIP Journal on Advances in Signal Processing, 2012, 2012 (10), pp.1-22. ⟨10.1186/1687-6180-2012-10⟩. ⟨hal-00692695⟩
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Jean-Christophe Pesquet, Nelly Pustelnik. A Parallel Inertial Proximal Optimization Method. Pacific journal of optimization, 2012, 8 (2), pp.273-305. ⟨hal-00790702⟩
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Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux. Relaxing Tight Frame Condition in Parallel Proximal Methods for Signal Restoration. IEEE Transactions on Signal Processing, 2012, 60 (2), pp.968--973. ⟨10.1109/TSP.2011.2173684⟩. ⟨hal-00692256⟩
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2011
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Luis M. Briceno-Arias, Patrick Louis Combettes, Jean-Christophe Pesquet, Nelly Pustelnik. Proximal algorithms for multicomponent image recovery problems. Journal of Mathematical Imaging and Vision, 2011, 41 (1-2), pp.3-22. ⟨10.1007/s10851-010-0243-1⟩. ⟨hal-00826810⟩
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Lotfi Chaari, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Philippe Ciuciu. A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging. Medical Image Analysis, 2011, 15 (2), pp.185--201. ⟨10.1016/j.media.2010.08.001⟩. ⟨hal-00692260⟩
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Caroline Chaux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot. A spatial regularization approach for vector quantization. Journal of Mathematical Imaging and Vision, 2011, 41, pp.23-38. ⟨hal-00530369⟩
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Mounir Kaaniche, Amel Benazza-Benyahia, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet. Non-separable lifting scheme with adaptive update step for still and stereo image coding. Signal Processing, 2011, 91 (12), pp.2767-2782. ⟨10.1016/j.sigpro.2011.01.003⟩. ⟨hal-00692257⟩
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Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. Parallel ProXimal Algorithm for image restoration using hybrid regularization. IEEE Transactions on Image Processing, 2011, 20 (6), pp.2450-2462. ⟨10.1109/TIP.2011.2128335⟩. ⟨hal-00826121⟩
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2010
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Lotfi Chaari, Jean-Christophe Pesquet, Jean-Yves Tourneret, Philippe Ciuciu, Amel Benazza-Benyahia. A Hierarchical Bayesian Model for Frame Representation. IEEE Transactions on Signal Processing, 2010, 58 (11), pp.5560--5571. ⟨10.1109/TSP.2010.2055562⟩. ⟨hal-00692261⟩
Aurélia Fraysse, Beatrice Pesquet-Popescu, Jean-Christophe Pesquet. On the uniform quantization of a class of sparse sources. IEEE Transactions on Information Theory, 2009, 55 (7), pp.3243-3263. ⟨hal-00555301⟩
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Jérôme Gauthier, Laurent Duval, Jean-Christophe Pesquet. Optimization of Synthesis Oversampled Complex Filter Banks. IEEE Transactions on Signal Processing, 2009, 57 (10), pp.3827 - 3843. ⟨10.1109/TSP.2009.2023947⟩. ⟨hal-00405293⟩
Wided Miled, Jean-Christophe Pesquet, Michel Parent. A Convex Optimization Approach for Depth Estimation Under Illumination Variation. IEEE Transactions on Image Processing, 2009, 18 (4), pp.813--830. ⟨10.1109/TIP.2008.2011386⟩. ⟨hal-00692900⟩
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Jean-Christophe Pesquet, A. Benazza-Benyahia, Caroline Chaux. A SURE Approach for Digital Signal/Image Deconvolution Problems. IEEE Transactions on Signal Processing, 2009, 57 (12), pp.4616-4632. ⟨hal-00621942⟩
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2008
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Caroline Chaux, Laurent Duval, Amel Benazza-Benyahia, Jean-Christophe Pesquet. A nonlinear Stein based estimator for multichannel image denoising. IEEE Transactions on Signal Processing, 2008, 56 (8), pp.3855-3870. ⟨10.1109/TSP.2008.921757⟩. ⟨hal-00617318⟩
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Patrick Louis Combettes, Jean-Christophe Pesquet. A proximal decomposition method for solving convex variational inverse problems. Inverse Problems, 2008, 24 (6), ⟨10.1088/0266-5611/24/6/065014⟩. ⟨hal-00692901⟩
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2007
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Amel Benazza-Benyahia, Jean-Christophe Pesquet, Jamel Hattay, Hela Masmoudi. Block-based adaptive vector lifting schemes for multichannel image coding. EURASIP Journal on Image and Video Processing, 2007, ? (1), 10pp. ⟨hal-00621861⟩
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Marc Castella, Saloua Rhioui, Eric Moreau, Jean-Christophe Pesquet. Quadratic Higher-Order Criteria for Iterative Blind Separation of a MIMO Convolutive Mixture of Sources. IEEE Transactions on Signal Processing, 2007, 55 (1), pp.218-232. ⟨hal-00621797⟩
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Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval. Noise Covariance Properties in Dual-Tree Wavelet Decompositions. IEEE Transactions on Information Theory, 2007, 53 (12), pp.4680 - 4700. ⟨10.1109/TIT.2007.909104⟩. ⟨hal-00617268⟩
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Caroline Chaux, Patrick Louis Combettes, Jean-Christophe Pesquet, Valérie R. Wajs. A variational formulation for frame based inverse problems. Inverse Problems, 2007, 23 (1), pp.1495-1518. ⟨hal-00621883⟩
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Patrick Louis Combettes, Jean-Christophe Pesquet. A Douglas-Rachford splitting approach to nonsmooth convex variational signal recovery. IEEE Journal of Selected Topics in Signal Processing, 2007, 1 (4), pp.564-574. ⟨hal-00621820⟩
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Patrick Louis Combettes, Jean-Christophe Pesquet. Proximal thresholding algorithm for minimization over orthonormal bases. SIAM Journal on Optimization, 2007, 18 (4), pp.1351-1376. ⟨hal-00621819⟩
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Eric Moreau, Jean-Christophe Pesquet, Nadège Thirion-Moreau. Convolutive blind signal separation based on asymmetrical contrast functions. IEEE Transactions on Signal Processing, 2007, 55 (1), pp.356-371. ⟨hal-00621821⟩
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2006
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Marc Castella, P. Bianchi, Antoine Chevreuil, Jean-Christophe Pesquet. A blind source separation framework for detecting CPM sources mixed by a convolutive MIMO filter. Signal Processing, 2006, ? (1), pp.1950-1967. ⟨hal-00621949⟩
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Caroline Chaux, L. Duval, J.-C. Pesquet. Image analysis using a dual-tree M-band wavelet transform. IEEE Transactions on Image Processing, 2006, 15 (8), pp.2397-2412. ⟨10.1109/TIP.2006.875178⟩. ⟨hal-01330599⟩
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2005
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A. Benazza-Benyahia, Jean-Christophe Pesquet. Building Robust Wavelet Estimators for Multicomponent Images Using Stein's Principle. IEEE Transactions on Image Processing, 2005, 14 (1), pp.1814-1830. ⟨hal-00621795⟩
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Marc Castella, Jean-Christophe Pesquet, Athina P. Petropulu. A Family of Frequency- and Time-Domain Contrasts for Blind Separation of Convolutive Mixtures of Temporally Dependent Signals. IEEE Transactions on Signal Processing, 2005, 53 (1), pp.107-120. ⟨hal-00621803⟩
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2004
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Patrick Louis Combettes, Jean-Christophe Pesquet. Wavelet-constrained image restoration. International Journal on Wavelets, Multiresolution and Information Processing, 2004, 2 (1), pp.371-389. ⟨hal-00621796⟩
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Patrick Louis Combettes, Jean-Christophe Pesquet. Image Restoration subject to a Total Variation Constraint. IEEE Transactions on Image Processing, 2004, 13 (9), pp.1213-1222. ⟨hal-00621804⟩
Anestis Antoniadis, David Leporini, Jean-Christophe Pesquet. Wavelet thresholding for some classes of non-Gaussian noise. Statistica Neerlandica, 2002, 56 (4), pp.434-453. ⟨hal-00621806⟩
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Amel Benazza-Benyahia, Jean-Christophe Pesquet, Mohamed Hamdi. Vector lifting schemes for lossless coding and progressive archival of multispectral image. IEEE Transactions on Geoscience and Remote Sensing, 2002, 40 (1), pp.2011-2024. ⟨hal-00621664⟩
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Amel Benazza-Benyahia, Jean-Christophe Pesquet. A unifying framework for lossless and progressive image coding. Pattern Recognition, 2002, 35 (1), pp.627-638. ⟨hal-00621663⟩
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Olivier Cappé, Éric Moulines, Jean-Christophe Pesquet, Athina Petropulu, Xueshi Yang. Long-range dependence and heavy-tail modeling for teletraffic data. IEEE Signal Processing Magazine, 2002, ? (1), pp.14-27. ⟨hal-00621749⟩
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Béatrice Pesquet-Popescu, Jean-Christophe Pesquet. Synthesis of bidimensional alpha-stable models with long-range dependence. Signal Processing, 2002, ? (82), pp.1927-1940. ⟨hal-00621853⟩
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Sami Touati, Jean-Christophe Pesquet. Some results on the wavelet packet decomposition of nonstationary processes. Journal of Applied Signal Processing, 2002, 2002 (11), pp.1289-1295. ⟨hal-00621779⟩
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2001
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David Leporini, Jean-Christophe Pesquet. Bayesian wavelet denoising: Besov priors and non-Gaussian noises. Signal Processing, 2001, 81 (1), pp.55-67. ⟨hal-00621733⟩
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Jean-Christophe Pesquet, Eric Moreau. Cumulant based independence measures for linear mixtures. IEEE Transactions on Information Theory, 2001, 47 (1), pp.1947-1956. ⟨hal-00621746⟩
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2000
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Frances Jane Hampson, Jean-Christophe Pesquet. Motion estimation in the presence of illumination variations. Signal Processing: Image Communication, 2000, 16 (4), pp.373-381. ⟨hal-00621716⟩
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Athina P. Petropulu, Jean-Christophe Pesquet, Xueshi Yang, J. Yin. Power-law shot noise and its relationships with long-memory alpha-stable processes. IEEE Transactions on Signal Processing, 2000, 48 (7), pp.1883-1892. ⟨hal-00621771⟩
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1999
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David Leporini, Jean-Christophe Pesquet. High-order wavelet packets and cumulant field analysis. IEEE Transactions on Information Theory, 1999, 45 (1), pp.863-877. ⟨hal-00621734⟩
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Communication dans un congrès
2018
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Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot. A Multicore Convex Optimization Algorithm with Applications to Video Restoration. IEEE International Conference on Image Processing, Oct 2018, Athens, Greece. ⟨hal-01862210⟩
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Alessandro Benfenati, Emilie Chouzenoux, Jean-Christophe Pesquet. A Nonconvex Variational Approach for Robust Graphical Lasso. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. ⟨hal-01803424⟩
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Marie-Caroline Corbineau, Emilie Chouzenoux, Jean-Christophe Pesquet. PIPA: A New Proximal Interior Point Algorithm for Large Scale Convex Optimization. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. pp.1343-1347, ⟨10.1109/ICASSP.2018.8462173⟩. ⟨hal-01803422⟩
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Marie-Caroline Corbineau, Emilie Chouzenoux, Jean-Christophe Pesquet. Geometry-Texture Decomposition/Reconstruction Using a Proximal Interior Point Algorithm. 10th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2018), Jul 2018, Sheffield, United Kingdom. ⟨hal-01863408⟩
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Tim Tsz-Kit, Emilie Chouzenoux, Claire Lefort, Jean-Christophe Pesquet. Optimal Multivariate Gaussian Fitting for PSF Modeling in Two-Photon Microscopy. 15 th IEEE International Symposium on Biomedical Imaging (ISBI 2018), Apr 2018, Washington DC, United States. ⟨10.1109/ISBI.2018.8363621⟩. ⟨hal-01803413⟩
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2017
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Alessandro Benfenati, Emilie Chouzenoux, Jean-Christophe Pesquet. A Proximal Approach for Solving Matrix Optimization Problems Involving a Bregman Divergence. BASP 2017 - International Biomedical and Astronomical Signal Processing Frontiers workshop, Jan 2017, villars-sur-oulon, Switzerland. ⟨hal-01613292⟩
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Sara Cadoni, Emilie Chouzenoux, Jean-Christophe Pesquet, Caroline Chaux. A Block Parallel Majorize-Minimize Memory Gradient Algorithm. BASP 2017 - International Biomedical and Astronomical Signal Processing Frontiers workshop, Jan 2017, Villars-sur-Oulon, Switzerland. pp.1, ⟨10.1109/ICIP.2016.7532949⟩. ⟨hal-01634531⟩
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Giovanni Chierchia, Afef Cherni, Emilie Chouzenoux, Jean-Christophe Pesquet. Approche de Douglas-Rachford aléatoire par blocs appliquée à la régression logistique parcimonieuse. GRETSI 2017, Sep 2017, Juan les Pins, France. pp.1-4. ⟨hal-01634525⟩
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Viacheslav Dudar, Giovanni Chierchia, Emilie Chouzenoux, Jean-Christophe Pesquet, Vladimir V. Semenov. A Two-Stage Subspace Trust Region Approach for Deep Neural Network Training. 25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos Island, Greece. pp.291-295, ⟨10.23919/EUSIPCO.2017.8081215⟩. ⟨hal-01634538⟩
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Aurélie Pirayre, Yuling Y. Zheng, Laurent Duval, Jean-Christophe Pesquet. HOGMep: Variational Bayes and higher-order graphical models applied to joint image recovery and segmentation. 2017 IEEE International Conference on Image Processing (ICIP), Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8296988⟩. ⟨hal-01862840⟩
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Qi Wei, Emilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet. A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior. CAMSAP 2017- IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2017, Curaçao, Netherlands Antilles. ⟨hal-01635601⟩
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2016
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Sara Cadoni, Emilie Chouzenoux, Jean-Christophe Pesquet, Caroline Chaux. A block parallel majorize-minimize memory gradient algorithm. IEEE International Conference on Image Processing (ICIP 2016), Sep 2016, Phoenix, AZ, United States. pp.3194 - 3198, ⟨10.1109/ICIP.2016.7532949⟩. ⟨hal-01418417⟩
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Giovanni Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet. Random primal-dual proximal iterations for sparse multiclass SVM. IEEE International Workshop on Machine Learning for Signal Processing, Sep 2016, Vietri sul Mare, Italy. ⟨10.1109/MLSP.2016.7738833⟩. ⟨hal-01419697⟩
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Patrick L Combettes, Jean-Christophe Pesquet. Stochastic forward-backward and primal-dual approximation algorithms with application to online image restoration. European Signal and Image Processing Conference (EUSIPCO 2016), Aug 2016, Budapest, Hungary. pp.1813 - 1817, ⟨10.1109/EUSIPCO.2016.7760561⟩. ⟨hal-01422154⟩
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Yosra Marnissi, Emilie Chouzenoux, Jean-Christophe Pesquet, Amel Benazza-Benyahia. An Auxiliary Variable Method for Langevin based MCMC algorithms. IEEE Workshop on Statistical Signal Processing (SSP 2016), Jun 2016, Palma de Mallorque, Spain. pp.297--301, ⟨10.1109/SSP.2016.7551764⟩. ⟨hal-01386560⟩
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Yosra Marnissi, Yuling Y. Zheng, Jean-Christophe Pesquet. Fast variational Bayesian signal recovery in the presence of Poisson-Gaussian noise. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2016, Shanghai, China. p. 3964-3968, ⟨10.1109/icassp.2016.7472421⟩. ⟨hal-01370499⟩
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2015
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Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Hugues Chenot, Louis Laborelli. A Distributed Strategy for Computing Proximity Operators. Asilomar Conference on Signals, Systems, and Computers, Nov 2015, Asilomar, United States. p. 396-400, ⟨10.1109/ACSSC.2015.7421156⟩. ⟨hal-01373644⟩
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Marc Castella, Jean-Christophe Pesquet. Optimization of a Geman-McClure like criterion for sparse signal deconvolution. CAMSAP 2015 : 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.317-320, ⟨10.1109/CAMSAP.2015.7383798⟩. ⟨hal-01263352v2⟩
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Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. Sparse adaptive template matching and filtering for 2D seismic images with dual-tree wavelets and proximal methods. ICIP - International Conference on Image Processing 2015, Sep 2015, Québec City, Canada. pp.2339-2343, ⟨10.1109/ICIP.2015.7351220⟩. ⟨hal-01278494⟩
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Audrey Repetti, Emilie Chouzenoux, Jean-Christophe Pesquet. A Random Block-Coordinate Primal-Dual Proximal Algorithm with Application to 3D Mesh Denoising. IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2015, Brisbane, Australia. p. 3561-3565. ⟨hal-01370504⟩
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Audrey Repetti, Emilie Chouzenoux, Jean-Christophe Pesquet. Un petit tutoriel sur les méthodes primales-duales proximales pour l'optimisation convexe. GRETSI, Sep 2015, Lyon, France. ⟨hal-01379997⟩
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Audrey Repetti, Emilie Chouzenoux, Jean-Christophe Pesquet. Proximal Primal-Dual Optimization Methods. International Biomedical and Astronomical Signal Processing Frontiers workshop, Jan 2015, Villars-sur-Oulon, Switzerland. page 25. ⟨hal-01370505⟩
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Audrey Repetti, Emilie Chouzenoux, Jean-Christophe Pesquet. A parallel block-coordinate approach for primal-dual splitting with arbitrary random block selection. European Signal Processing Conference, Sep 2015, Nice, France. p. 235-239. ⟨hal-01370498⟩
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Lu Wang, Laurent Albera, Lotfi Senhadji, Jean-Christophe Pesquet. An Alternating Direction Method of Multipliers for Constrained Joint Diagonalization by Congruence (Invited Paper). 2015 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.197-200, ⟨10.1109/CAMSAP.2015.7383770⟩. ⟨hal-01245119⟩
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2014
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Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Hugues Chenot, Louis Laborelli. A hybrid alternating proximal method for blind video restoration. 22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal. ⟨hal-01077269⟩
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Giovanni Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet, Beatrice Pesquet-Popescu. Epigraphical proximal projection for sparse multiclass SVM. IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6855222⟩. ⟨hal-01796717⟩
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Emilie Chouzenoux, Jean-Christophe Pesquet, Anisia Florescu. A multi-parameter optimization approach for complex continuous sparse modelling. 19th International Conference on Digital Signal Processing (DSP 2014), Aug 2014, Hong-Kong, China. pp.817 - 820, ⟨10.1109/ICDSP.2014.6900780⟩. ⟨hal-01077331⟩
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Emilie Chouzenoux, Jean-Christophe Pesquet, Anisia Florescu. A stochastic 3MG algorithm with application to 2d filter identification. 22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal. ⟨hal-01077261⟩
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Patrick Louis Combettes, Laurent Condat, Jean-Christophe Pesquet, Bang Cong Vu. A Forward-Backward View of Some Primal-Dual Optimization Methods in Image Recovery. ICIP 2014 - 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. ⟨10.1109/ICIP.2014.7025841⟩. ⟨hal-01098038⟩
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Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot, Caroline Chaux. Iterative Poisson-Gaussian Noise Parametric Estimation for Blind Image Denoising. IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.1-5. ⟨hal-01060081v2⟩
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Mounir Kaaniche, Aurélia Fraysse, Beatrice Pesquet-Popescu, Jean-Christophe Pesquet. Accurate rate-distortion approximation for sparse Bernoulli-Generalized Gaussian models. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. ⟨10.1109/icassp.2014.6853953⟩. ⟨hal-01090564⟩
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Yosra Marnissi, Amel Benazza-Benyahia, Emilie Chouzenoux, Jean-Christophe Pesquet. Majorize-Minimize adapted Metropolis-Hastings algorithm. Application to multichannel image recovery. 22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal. ⟨hal-01077273⟩
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Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. A constrained-based optimization approach for seismic data recovery problems. ICASSP 2014 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Firenze, Italy. pp.2377-2381, ⟨10.1109/ICASSP.2014.6854025⟩. ⟨hal-01278420⟩
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Audrey Repetti, Emilie Chouzenoux, Jean-Christophe Pesquet. A preconditioned Forward-Backward approach with application to large-scale nonconvex spectral unmixing problems. 39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)., May 2014, Florence, Italy. pp.1498 - 1502, ⟨10.1109/ICASSP.2014.6853847⟩. ⟨hal-01077329⟩
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Audrey Repetti, Emilie Chouzenoux, Jean-Christophe Pesquet. A nonconvex regularized approach for phase retrieval. 21st IEEE International Conference on Image Processing (ICIP 2014), Oct 2014, Paris, France. ⟨hal-01094452⟩
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2013
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Giovanni Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu. An epigraphical convex optimization approach for multicomponent image restoration using non-local structure tensor. Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, May 2013, Canada. ⟨hal-00826003⟩
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Mireille El Gheche, Jean-Christophe Pesquet, Farah Joumana. A proximal approach for optimization problems involving Kullback divergences. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, Canada. pp.xx-xx. ⟨hal-00842705⟩
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Mireille El Gheche, Anna Jezierska, Jean-Christophe Pesquet, Joumana Farah. A proximal approach for signal recovery based on information measures. EUSIPCO 2013, Sep 2013, Marrakech, Morocco. pp.xx-xx. ⟨hal-00842713⟩
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Anisia Florescu, Emilie Chouzenoux, Jean-Christophe Pesquet, Silviu Ciochina. Estimation d'un signal complexe à partir d'un modèle parcimonieux perturbé. XXIVième colloque GRETSI sur le Traitement du Signal et des Images, Sep 2013, Brest, France. pp.xx-xx. ⟨hal-00866816⟩
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Anisia Florescu, Emilie Chouzenoux, Jean-Christophe Pesquet, Philippe Ciuciu, Silviu Ciochina. A complex-valued majorize-minimize memory gradient method with application to parallel MRI. 21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.14283743.1-14283743.5. ⟨hal-00866800⟩
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Yosra Marnissi, Amel Benazza-Benyahia, Emilie Chouzenoux, Jean-Christophe Pesquet. Generalized multivariate exponential power prior for wavelet-based multichannel image restoration. 20th IEEE International Conference on Image Processing (ICIP 2013), Sep 2013, Melbourne, Australia. pp.2402-2406. ⟨hal-00829444⟩
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Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. Seismic multiple removal with a Primal-Dual proximal algorithm. ICASSP, May 2013, Vancouver, Canada. 5 pp. ⟨hal-00825809⟩
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Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. Filtrage de multiples sismiques par ondelettes et optimisation convexe. Colloque Gretsi 2013, Sep 2013, Brest, France. pp.xx-xx. ⟨hal-00914637⟩
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Audrey Repetti, Emilie Chouzenoux, Jean-Christophe Pesquet. Reconstruction d'image en présence de bruit gaussien dépendant par un algorithme Explicite-Implicite à métrique variable. XXIVième colloque GRETSI sur le Traitement du Signal et des Images, Sep 2013, Brest, France. pp.xx-xx. ⟨hal-00866804⟩
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2012
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Giovanni Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu. A proximal approach for constrained cosparse modelling. Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on, Mar 2012, Kyoto, Japan. pp.3433 - 3436, ⟨10.1109/ICASSP.2012.6288654⟩. ⟨hal-00826002⟩
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Diego Gragnaniello, Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval. A convex variational approach for multiple removal in seismic data. EUSIPCO, Aug 2012, Bucarest, Romania. 5 pp. ⟨hal-00825814⟩
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Anna Jezierska, Hugues Talbot, Caroline Chaux, Jean-Christophe Pesquet, Gilbert Engler. Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging. International Symposium on Biomedical Imaging (ISBI), May 2012, Barcelona, Spain. ⟨hal-00646382v2⟩
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Anna Jezierska, Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot. A primal-dual proximal splitting approach for restoring data corrupted with Poisson-Gaussian noise. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), Mar 2012, Kyoto, Japan. pp.1085 - 1088, ⟨10.1109/ICASSP.2012.6288075⟩. ⟨hal-00687634⟩
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Mounir Kaaniche, Beatrice Pesquet-Popescu, Jean-Christophe Pesquet, Amel Benazza-Benyahia. Adaptive lifting schemes with a global L1 minimization technique for image coding. IEEE International Conference on Image Processing, Oct 2012, United States. pp.2461-2464. ⟨hal-00827521⟩
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Mounir Kaaniche, Beatrice Pesquet-Popescu, Jean-Christophe Pesquet. ℓ1-Adapted Non Separable Vector Lifting Schemes For Stereo Image Coding. Proceedings of the 20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Romania. ⟨hal-00734457⟩
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Mounir Kaaniche, Aurélia Fraysse, Beatrice Pesquet-Popescu, Jean-Christophe Pesquet. A convex programming bit allocation method for sparse sources. Proceedings of the IEEE International Picture Coding Symposium (PCS), May 2012, Poland. pp.853-856. ⟨hal-00734456⟩
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Audrey Repetti, Emilie Chouzenoux, Jean-Christophe Pesquet. A penalized weighted least squares approach for restoring data corrupted with signal-dependent noise. 20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucarest, Romania. pp.1553-1557. ⟨hal-00733786⟩
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2011
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Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot, Anna Jezierska. A memory gradient algorithm for l2-l0 regularization with applications to image restoration. 18th IEEE International Conference on Image Processing (ICIP 2011), Sep 2011, Bruxelles, Belgium. pp.2717-2720, ⟨10.1109/ICIP.2011.6116230⟩. ⟨hal-00687500⟩
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Camille Couprie, Hugues Talbot, Jean-Christophe Pesquet, Laurent Najman, Leo Grady. Dual constrained TV-based regularization. Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on, May 2011, Prague, Czech Republic. pp.945 - 948, ⟨10.1109/ICASSP.2011.5946561⟩. ⟨hal-00744071⟩
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Mireille El Gheche, Jean-Christophe Pesquet, Farah Joumana, Mounir Kaaniche, Beatrice Pesquet-Popescu. Proximal splitting methods for depth estimation. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic. pp.853-856. ⟨hal-00733840⟩
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Mireille El Gheche, Jean-Christophe Pesquet, Youmana Farah, Caroline Chaux, Béatrice Pesquet-Popescu. Disparity map estimation under convex constraints using proximal algorithms. SIPS 2011, Oct 2011, Beirut, Lebanon. pp.293--298. ⟨hal-00733655⟩
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Mireille El Gheche, Caroline Chaux, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu, Youmana Farah. Méthodes proximales pour l'estimation du champ de disparité à partir d'une paire d'images stéréoscopiques en présence de variations d'illumination. GRETSI 2011, Sep 2011, Bordeaux, France. pp.ID454. ⟨hal-00733649⟩
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Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot. An EM approach for Poisson-Gaussian noise modeling. EUSIPCO 2011, Aug 2011, Barcelona, Spain. pp.2244-2248. ⟨hal-00733633⟩
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Mounir Kaaniche, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Beatrice Pesquet-Popescu. Schémas de lifting adaptatifs via des critères parcimonieux. Groupe d'Etudes du Traitement du Signal et des Images (GRETSI), Sep 2011, Bordeaux, France. ⟨hal-00733803⟩
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Alexandru Marin, Caroline Chaux, Jean-Christophe Pesquet, Philippe Ciuciu. Image reconstruction from multiple sensors using Stein's principle. Application to parallel MRI. ISBI 2011, Mar 2011, United States. ⟨hal-00733471⟩
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Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux. Bancs de filtres et méthodes proximales pour la restauration d'images. GRETSI 2011, Sep 2011, Bordeaux, France. pp.ID350. ⟨hal-00733637⟩
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2010
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Jérôme Bolte, Patrick Louis Combettes, Jean-Christophe Pesquet. Alternating proximal algorithm for blind image recovery. IEEE International Conference on Image Processing (ICIP 2010), Sep 2010, Honk Kong, China. pp.1673-1676. ⟨hal-00844115⟩
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Luis M. Briceno-Arias, Patrick Louis Combettes, Jean-Christophe Pesquet, Nelly Pustelnik. Proximal method for geometry and texture image decomposition. IEEE International Conference on Image Processing (ICIP), Sep 2010, Hong-Kong, Hong Kong SAR China. pp.x+4. ⟨hal-00826120⟩
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Lotfi Chaari, Jean-Christophe Pesquet, Jean-Yves Tourneret, Philippe Ciuciu, Amel Benazza-Benyahia. A hierarchical Bayesian model for frame representation. IEEE International Conference Acoustics, Speech, and Signal (ICASSP), Mar 2010, Dallas, USA, France. pp.4086-4089. ⟨hal-00853350⟩
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Anna Jezierska, Caroline Chaux, Hugues Talbot, Jean-Christophe Pesquet. Image quantization under spatial smoothness constraints. 17th IEEE International Conference on Image Processing, Sep 2010, Hong Kong SAR China. pp.4297-4300, ⟨10.1109/ICIP.2010.5651796⟩. ⟨hal-00714266⟩
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Mounir Kaaniche, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Beatrice Pesquet-Popescu. Two-dimensional non separable adaptive lifting scheme for still and stereo image coding. IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), Mar 2010, United States. pp.1298-1301. ⟨hal-00827529⟩
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Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet, Claude Comtat. Parallel Algorithm and Hybrid Regularization for Dynamic PET Reconstruction. IEEE Medical Imaging Conference, Oct 2010, Knoxville, Tennessee, United States. pp.2423--2427. ⟨hal-00733493⟩
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Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux. Proximal methods for image restoration using a class of non-tight frame representations. EUSIPCO 2010, Aug 2010, Aalborg, Denmark. pp.611-615. ⟨hal-00714265⟩
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2009
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Lotfi Chaâri, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Philippe Ciuciu. Minimization of a sparsity promoting criterion for the recovery of complex-valued signals. SPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France. ⟨inria-00369590⟩
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Lotfi Chaari, Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. Solving inverse problems with overcomplete transforms and convex optimization techniques. SPIE, Aug 2009, San Diego, California, United States. ⟨hal-00826119⟩
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Aurélia Fraysse, Beatrice Pesquet-Popescu, Jean-Christophe Pesquet. Une méthode d'allocation de débit basse-résolution pour des données parcimonieuses. GRETSI, 2009, France. http://hdl.handle.net/2042/28969. ⟨hal-00555302⟩
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Mounir Kaaniche, Wided Miled, Béatrice Pesquet-Popescu, Amel Benazza-Benyahia, Jean-Christophe Pesquet. Dense disparity map representations for stereo image coding. IEEE International Conference on Image Processing, Nov 2009, Egypt. pp.725-728. ⟨hal-00841483⟩
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Mounir Kaaniche, Wided Miled, Béatrice Pesquet-Popescu, Amel Benazza-Benyahia, Jean-Christophe Pesquet. Dense disparity map representations for stereo image coding. IEEE International Conference on Image Processing (ICIP'09), 2009, Le Caire, Egypt. pp.725-728, ⟨10.1109/ICIP.2009.5414305⟩. ⟨hal-00621939⟩
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Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. Hybrid regularization for data restoration in the presence of Poisson noise. 17th European Signal Processing Conference (EUSIPCO'09), Aug 2009, France. 10pp. ⟨hal-00621941⟩
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Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet, F. Sureau, E. Dush, et al.. Adapted Convex Optimization Algorithm for Wavelet-Based Dynamic PET Reconstruction. Fully3D, Sep 2009, Beijing, China. 10pp. ⟨hal-00621954⟩
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Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. A wavelet-based quadratic extension method for image deconvolution in the presence of Poisson noise. 34th International Conference on Acoustics, Speech, and Signal Processing (ICASSP'09), Apr 2009, France. 10pp. ⟨hal-00621931⟩
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2008
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A. Benazza-Benyahia, Jean-Christophe Pesquet, Caroline Chaux. Image Denoising in the Wavelet Transform Domain Based on Stein's Principle. 1st Workshops on Image Processing Theory, Tools and Applications (IPTA'08), Nov 2008, Sousse, Tunisia, France. 9pp. ⟨hal-00621930⟩
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A. Benazza-Benyahia, Jean-Christophe Pesquet. A SURE approach for image deconvolution in an orthonormal wavelet basis. International Symposium on Communications, Control and Signal Processing (ISCCSP'08), Mar 2008, St Julians, Malta, France. pp.1536-1541. ⟨hal-00621928⟩
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L. Chaâri, Jean-Christophe Pesquet, A. Benazza-Benyahia, Philippe Ciuciu. Autocalibrated regularized parallel MRI reconstruction in the wavelet. IEEE International Symposium on Biomedical Imaging (ISBI'08), May 2008, Paris, France, France. pp.756-759. ⟨hal-00621892⟩
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Aurélia Fraysse, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet. Rate-distortion results for Generalized Gaussian distributions. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'08), 2008, Las Vegas, United States. pp.3753-3756, ⟨10.1109/ICASSP.2008.4518469⟩. ⟨hal-00621907⟩
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Jérôme Gauthier, L. Duval, Jean-Christophe Pesquet. Two denoising Sure-let methods for complex oversampled subband decompositions. Proc. European Signal Processing Conference Conference (EUSIPCO'08), 2008, France. 10pp. ⟨hal-00621895⟩
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Wided Miled, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet. A convex programming approach for color stereo matching. MMSP 2008, Oct 2008, Cairns, Australia. ⟨10.1109/MMSP.2008.4665098⟩. ⟨hal-01372371⟩
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W. Miled, Jean-Christophe Pesquet, M. Parent. Wavelet-constrained stereo matching under photometric variations. SPIE Optical and Digital Image Processing, Apr 2008, Strasbourg, France, France. 10pp. ⟨hal-00621889⟩
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Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. A constrained forward-backward algorithm for image recovery problems. 16th European Signal Processing Conference (EUSIPCO'08), Aug 2008, Lausanne, Switzerland, France. 10pp. ⟨hal-00621916⟩
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2007
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Caroline Chaux, Patrick Louis Combettes, Jean-Christophe Pesquet, Valérie R. Wajs. Opérateurs proximaux pour la restauration bayésienne de signaux. Groupe de recherche et d'études du traitement du signal et des images (GRETSI'07), Sep 2007, Troyes, France, France. pp.1277-1280. ⟨hal-00621894⟩
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Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval. 2D dual-tree complex biorthogonal M-band wavelet transform. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Apr 2007, Honolulu, Hawaii, USA, United States. pp.845-848. ⟨hal-00621884⟩
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Jérôme Gauthier, L. Duval, Jean-Christophe Pesquet. Oversampled inverse complex lapped transform optimization. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Apr 2007, Honolulu, Hawaii, France. 10pp. ⟨hal-00621824⟩
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Jérôme Gauthier, L. Duval, Jean-Christophe Pesquet. Short-term spectral Analysis and synthesis improvements with oversampled inverse filter banks. Wavelet applications in signal and image processing (SPIE'07), Aug 2007, France. 10pp. ⟨hal-00621898⟩
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Jérôme Gauthier, L. Duval, Jean-Christophe Pesquet. Construction de bancs de filtres faiblement redondants. 21ème Groupe de recherche et d'études du traitement du signal et des images (GRETSI'07), Sep 2007, Troyes, France, France. pp.965-968. ⟨hal-00621878⟩
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Mounir Kaaniche, Amel Benazza-Benyahia, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu. Lifting schemes for joint coding of stereoscopic pairs of satellite images. European Signal and Image Processing Conference (EUSIPCO'07), Sep 2007, France. 10pp. ⟨hal-00621877⟩
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Wided Miled, Jean-Christophe Pesquet, Michel Null Parent. Robust Obstacle Detection based on Dense Disparity Maps. Eleventh International Conference on Computer Aided Systems Theory - EUROCAST 2007, Feb 2007, Las Palmas de Gran Canaria, Canary Islands / Espagne. ⟨inria-00129750⟩
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Claudia Teodora Petrisor, Aurélia Fraysse, Beatrice Pesquet-Popescu, Jean-Christophe Pesquet. Une nouvelle approche du codage par descriptions multiples, utilisant des représentations linéaires creuses. GRETSI, 2007, Troyes, France. ⟨hal-01119931⟩
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T. Petrisor, B. Pesquet-Popescu, Jean-Christophe Pesquet. A compressed sensing approach to frame-based multiple description coding. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Apr 2007, Honolulu, Hawaii, France. pp.709-712. ⟨hal-00621875⟩
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T. Petrisor, A. Fraysse, B. Pesquet-Popescu, Jean-Christophe Pesquet. Une nouvelle approche du codage par descriptions multiples. 21ème Groupe de recherche et d'études du traitement du signal et des images (GRETSI'07), Sep 2007, Troyes, France, France. pp.1277-1280. ⟨hal-00621879⟩
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2006
ref_biblio
H. H. Bauschke, Patrick Louis Combettes, Jean-Christophe Pesquet. A decomposition method for nonsmooth convex variational signal recovery. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), May 2006, Toulouse, France, France. pp.889-992. ⟨hal-00621870⟩
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A. Benazza-Benyahia, Jean-Christophe Pesquet. Multichannel image deconvolution in the wavelet transform domain. European Signal and Image Processing Conference (EUSIPCO'06), Sep 2006, Firenze, Italy, France. 10pp. ⟨hal-00621874⟩
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Caroline Chaux, Amel Benazza-Benyahia, Jean-Christophe Pesquet. Use of Stein's principle for multichannel image denoising. IEEE-EURASIP International Symposium on Control, Communications, and Signal Processing (ISCCSP'06), Mar 2006, France. 10pp. ⟨hal-00621887⟩
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Caroline Chaux, Laurent Duval, Amel Benazza-Benyahia, Jean-Christophe Pesquet. A new estimator for image denoising using a 2D dual-tree M-band wavelet decomposition. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), May 2006, United States. pp.249-252. ⟨hal-00621899⟩
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Caroline Chaux, Patrick Louis Combettes, Jean-Christophe Pesquet, Valérie R. Wajs. Iterative image deconvolution using overcomplete representations. European Signal Processing Conference (EUSIPCO'06), Sep 2006, Florence, Italy. 10pp. ⟨hal-00621888⟩
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Laurent Duval, Caroline Chaux, Jean-Christophe Pesquet. $M$-band filter banks and dual-tree wavelets for engine combustion and geophysical image analysis. Wavelet Applications in Industrial Processing IV, on SPIE Symposium Optics East, 2006, Boston, MA, USA, France. 10pp. ⟨hal-00621886⟩
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Jérôme Gauthier, L. Duval, Jean-Christophe Pesquet. Low redundancy oversampled lapped transforms and application to 3D seismic data filtering. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), May 2006, Toulouse, France, France. pp.821-824. ⟨hal-00621823⟩
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Wided Miled, Jean-Christophe Pesquet, Michel Null Parent. Wavelet Constrained Regularization For Disparity Map Estimation. European Signal Processing Conference, Sep 2006, Florence - Italy. ⟨inria-00001256v3⟩
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Wided Miled, Jean-Christophe Pesquet, Michel Null Parent. Dense Disparity Estimation From Stereo Images. 3rd International Symposium on Image/Video Communications, Sep 2006, Hammamet, Tunisia. ⟨inria-00069063v2⟩
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Wided Miled, Jean-Christophe Pesquet, M. Parent. Dense disparity estimation from stereo images. International symposium on Image/Video Communications (ISIVC'06), Sep 2006, Hammamet, Tunisia, France. 10pp. ⟨hal-00621816⟩
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Wided Miled, Jean-Christophe Pesquet, Michel Null Parent. Disparity Map Estimation Using A Total Variation Bound. Third Canadian Conference on Computer and Robot Vision, Jun 2006, Quebec. ⟨inria-00001255⟩
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W. Miled, Jean-Christophe Pesquet, M. Parent. Disparity map estimation using a total variation bound. 3rd Canadian Conference on Computer and Robot Vision, Jun 2006, Québec, Canada, France. pp.48-55. ⟨hal-00621818⟩
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2005
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Marc Castella, Saloua Rhioui, Eric Moreau, Jean-Christophe Pesquet. Source separation by quadratic contrast functions: a blind approach based on any higher-order statistics. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Philadelphia, USA, France. pp.569-572. ⟨hal-00621677⟩
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Caroline Chaux, Patrick Louis Combettes, Jean-Christophe Pesquet, Valérie R. Wajs. A forward-backward algorithm for image restoration with sparse representations. Signal Processing with Adaptative Sparse Structured Representations (SPARS'05), Nov 2005, Rennes, France, France. pp.49-52. ⟨hal-00621893⟩
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Caroline Chaux, Amel Benazza-Benyahia, Jean-Christophe Pesquet. A block-thresholding method for multispectral image denoising. Proceedings SPIE (Society of Photo-Optical Instrumentation Engineers) Conference, Aug 2005, San Diego, CA, USA, France. pp.1H-1-1H-13. ⟨hal-00621849⟩
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Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. Etude du bruit dans une analyse $M$-bandes en arbre dual. Groupe de recherche et d'études du traitement du signal et des images (GRETSI'05), Sep 2005, Louvain, Belgique, France. pp.229-232. ⟨hal-00621890⟩
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Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. 2D dual-tree M-band wavelet decomposition. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Mar 2005, Phildelphia, PA, United States. pp.537-540. ⟨hal-00621891⟩
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Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. Seismic data analysis with a dual-tree $M$-band wavelet transform. 67th European Assoc. of Geophysicists and Engineers Conference (EAGE'05), Jun 2005, Madrid, Spain, France. 10pp. ⟨hal-00621900⟩
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Laurent Duval, Caroline Chaux, Jean-Christophe Pesquet, Karine Broto. Seismic data analysis and filtering with dual-tree M-band wavelets. SIAM Conference on Mathematical and Computational Issues in the Geosciences (SIAM GS), Jun 2005, Avignon, France. ⟨hal-01278528⟩
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A. Elmzoughi, Amel Benazza-Benyahia, Jean-Christophe Pesquet. An interscale multivariate statistical model for MAP multicomponent image denoising in the wavelet transform domain. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Phildelphia, PA, France. pp.45-48. ⟨hal-00621708⟩
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Jérôme Gauthier, L. Duval, Jean-Christophe Pesquet. A non separable 2D complex modulated lapped transform and its applications to seismic data filtering. European Signal and Image Processing Conference (EUSIPCO'05), Sep 2005, France. 10pp. ⟨hal-00621822⟩
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J. Hattay, A. Benazza-Benyahia, Jean-Christophe Pesquet. An embedded coder for multispectral image compression based on vector lifting structures. IEEE International Conference on Electronics, Circuits and Systems (ICECS'05), Dec 2005, Gammarth, Tunisia, France. 10pp. ⟨hal-00621873⟩
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J. Hattay, Amel Benazza-Benyahia, Jean-Christophe Pesquet. Adaptive lifting for multicomponent image coding through quadtree partitioning. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Phildelphia, PA, France. pp.213-216. ⟨hal-00621719⟩
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Jean-Christophe Pesquet, Y. Eldar. A minimax approach for mean square denoising. 13th Workshop on Statistical Signal Processing (SSP'05), Jul 2005, France. 10pp. ⟨hal-00621872⟩
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P. Petrisor, C. Tillier, B. Pesquet-Popescu, Jean-Christophe Pesquet. Comparison of redundant wavelet schemes for multiple description. International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Mar 2005, Phildelphia, PA, France. pp.913-916. ⟨hal-00621869⟩
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T. Petrisor, B. Pesquet-Popescu, Jean-Christophe Pesquet. Wavelet-based multiple description coding of images with iterative convex optimization techniques. IEEE International Conference on Image Processing (ICIP'05), Sep 2005, Genova, Italy, France. pp.III.924-III.927. ⟨hal-00621880⟩
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2004
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Amel Benazza-Benyahia, Jean-Christophe Pesquet. An interscale multivariate MAP estimation of multispectral images. Proc. European Signal and Image Processing Conference (EUSIPCO'04), Sep 2004, Vienna, Austria, France. 10pp. ⟨hal-00621808⟩
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Amel Benazza-Benyahia, Jean-Christophe Pesquet. An extended SURE approach for multicomponent image denoising. Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), May 2004, Montréal, Canada, France. pp.945-948. ⟨hal-00621662⟩
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Marc Castella, Jean-Christophe Pesquet. An iterative blind source separation method for convolutive mixtures of images. Proc. International Conference on Independent Component Analysis, ICA 04, Sep 2004, Granada, Spain, France. pp.922-929. ⟨hal-00621871⟩
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Marc Castella, Pascal Bianchi, Antoine Chevreuil, Jean-Christophe Pesquet. Blind MIMO detection of convolutively mixed CPM sources. Proc. European Signal and Image Processing Conference, EUSIPCO 04, 2004, Vienna, Austria, France. 10pp. ⟨hal-00621673⟩
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Marc Castella, Eric Moreau, Jean-Christophe Pesquet. A quadratic MISO contrast function for blind equalization. Proc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing ICASSP 2004, May 2004, Montréal, Canada, France. pp.681-684. ⟨hal-00621674⟩
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Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. Hilbert pairs of M-band orthonormal wavelet bases. Proc. European Signal Processing Conference Conference (EUSIPCO'04), Sep 2004, Vienna, Austria, France. pp.1187-1190. ⟨hal-00621901⟩
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Patrick Louis Combettes, Jean-Christophe Pesquet. Estimating first-order finite-difference information in image restoration problems. IEEE International Conference on Image Processing, ICIP 2004, Oct 2004, Singapore, France. pp.I.321-I.324. ⟨hal-00621876⟩
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Patrick Louis Combettes, Jean-Christophe Pesquet. Constraint construction in convex set theoretic signal recovert via Stein's principle. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2004, 2004, Montréal, Canada, France. pp.945-948. ⟨hal-00621696⟩
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J. Hattay, A. Benazza-Benyahia, Jean-Christophe Pesquet. Adaptive lifting schemes using variable-size block segmentation. Advanced Concepts for Intelligent Vision Systems, ACIVS 2004, Aug 2004, Brussels, Belgium, France. 10pp. ⟨hal-00621720⟩
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T. Petrisor, C. Tillier, B. Pesquet-Popescu, Jean-Christophe Pesquet. Redundant multiresolution analysis for multiple description video coding. 6th Workshop on Multimedia Signal Processing (MMSP'04), 2004, Sienna, Italy, France. pp.95-98. ⟨hal-00621852⟩
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2003
ref_biblio
Amel Benazza-Benyahia, Jean-Christophe Pesquet. Wavelet-based multispectral image denoising with Bernouilli-Gaussian models. IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, Jun 2003, Grado, Italy, France. 10pp. ⟨hal-00621799⟩
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Amel Benazza-Benyahia, Jean-Christophe Pesquet, H. Masmoudi. Block-based adaptive lifting schemes for multiband image compression. Wavelet Applications in Industrial Processing, Symposium Photonics East 2003, SPIE Conference, Oct 2003, Providence, Rhode Island, France. pp.118-128. ⟨hal-00621807⟩
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Amel Benazza-Benyahia, Jean-Christophe Pesquet, M.H. Gharbia. Adapted Vector-lifting schemes for compression of polarimetric and multifrequency SAR images. IEEE 2003 International Geoscience and Remote Sensing Symposium, IGARSS'2003, Toulouse, France, 20-25 July 2003, 3 p., 2003, France. 10pp. ⟨hal-00621748⟩
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Amel Benazza-Benyahia, Jean-Christophe Pesquet, H. Masmoudi. Block-based adaptive lifting schemes for lossless and progressive image coding. Third International workshop on Spectral Methods and Multirate Signal Processing, Sep 2003, Barcelona, Spain, France. pp.207-211. ⟨hal-00621800⟩
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Marc Castella, Jean-Christophe Pesquet. Source separation of a class of non linear time series. IEEE-Eurasip Workshop on Non Linear Signal and Image Processing (NSIP), Jun 2003, Grado, Italy, France. 10pp. ⟨hal-00621675⟩
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Marc Castella, Antoine Chevreuil, Jean-Christophe Pesquet. Séparation aveugle d'un mélange convolutif de sources non linéaires par une approche hiérarchique. Groupe de recherche et d'études du traitement du signal et des images (GRETSI'03), 2003, Paris, France, France. 10pp. ⟨hal-00621812⟩
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Patrick Louis Combettes, Jean-Christophe Pesquet. Incorporating total variation information in image recovery. Proc. of the IEEE International Conference on Image Processing, Sep 2003, Barcelona, Spain, France. pp.373 -376. ⟨hal-00621801⟩
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Patrick Louis Combettes, Jean-Christophe Pesquet. Image deconvolution with total variation bounds. Proc. of the Seventh International Symposium on Signal Processing and Its Applications, vol. 1, pp. 441-444, Paris, France, July 1-4, 2003, 2003, France. 10pp. ⟨hal-00621697⟩
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Sami Touati, Jean-Christophe Pesquet. Wavelet estimation of cyclospectra. Proc. International Conference on Acoustics, Speech and Signal Processing, Apr 2003, Hong Kong, France. pp.289-292. ⟨hal-00621802⟩
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2002
ref_biblio
Marc Castella, Jean-Christophe Pesquet, Athina P. Petropulu. New contrasts for blind separation of non iid sources in the convolutive case. Proc. European Signal and Image Processing Conference, EUSIPCO 02, Vol.2, 2002, Toulouse, France, France. pp.107-110. ⟨hal-00621676⟩
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Chapitre d'ouvrage
2011
ref_biblio
Marc Castella, Antoine Chevreuil, Jean-Christophe Pesquet. Chapter 8 - Convolutive mixtures. ?. Handbook of Blind Source Separation, Independent Component Analysis and Applications, Elsevier, pp.281-324, 2011. ⟨hal-00621959⟩
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Patrick Louis Combettes, Jean-Christophe Pesquet. Proximal Splitting Methods in Signal Processing. Bauschke, H.H.; Burachik, R.S.; Combettes, P.L.; Elser, V.; Luke, D.R.; Wolkowicz, H. (Eds.). Fixed-Point Algorithms for Inverse Problems in Science and Engineering, Springer, pp.185-212, 2011, 978-1-4419-9568-1. ⟨10.1007/978-1-4419-9569-8⟩. ⟨hal-00643807⟩
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B. Pesquet-Popescu, Jean-Christophe Pesquet. Wavelets and image processing. Maître H. Image processing, ISTE Wiley, London, UK, pp.181-204, 2011. ⟨hal-00621964⟩
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2010
ref_biblio
Caroline Chaux, A. Benazza-Benyahia, Jean-Christophe Pesquet, L. Duval. Chapitre 7 - Wavelet transform for the denoising of multivariate images. Collet C., Chanussot J., Chehdi K. Multivariate Image Processing, ISTE Ltd and John Wiley & Sons Inc, pp.203-237, 2010. ⟨hal-00621943⟩
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2007
ref_biblio
Marc Castella, Antoine Chevreuil, Jean-Christophe Pesquet. Mélanges convolutifs. Comon Pierre, Jutten Christian. Séparation de sources : concepts de base et analyse en composantes indépendantes, vol. 1, Hermès Science, Paris, pp.231-282, 2007. ⟨hal-00621851⟩
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2003
ref_biblio
Béatrice Pesquet-Popescu, Jean-Christophe Pesquet. Le traitement des images. Maître H. Ondelettes et traitement d'images, Hermès Science, Paris, pp.193-213, 2003. ⟨hal-00621747⟩
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2001
ref_biblio
B. Pesquet-Popescu, Jean-Christophe Pesquet. Ondelettes et applications. ?. Techniques de l'Ingénieur, traité Télécoms, TE 5 215-1, 10pp., 2001. ⟨hal-00621859⟩
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1999
ref_biblio
David Leporini, Jean-Christophe Pesquet, Hamid Krim. Bayesian Inference in Wavelet Based Models. Müller P., Vidakovic B. Best basis representations based on prior statistical models, 141, Springer Verlag, 10pp., 1999, Lecture notes in statistics. ⟨hal-00621735⟩
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Brevet
2012
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Lotfi Chaari, Sébastien Mériaux, Philippe Ciuciu, Jean-Christophe Pesquet. Method for performing parallel magnetic resonance imaging. France, Patent n° : PCT/IB2011/002330. 2012. ⟨hal-00843491⟩
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Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet, Mai Quyen Pham. Procédé de traitement de réflexions multiples. France, N° de brevet: 12/02.299. 2012. ⟨hal-00841581⟩
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Chaari Lotfi, Jean-Christophe Pesquet, Philippe Ciuciu, Sébastien Mériaux. Spatio-temporal regularized reconstruction for parallel MRI acquisition systems. France, Patent n° : PCT/IB2011/002330. 2012. ⟨hal-00844111⟩
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Poster de conférence
2010
ref_biblio
Lotfi Chaâri, Philippe Ciuciu, Amel Benazza-Benyahia, Jean-Christophe Pesquet. Performance of three parallel MRI reconstruction methods in the presence of coil sensitivity map errors. Poster session of International Society for Magnetic Resonance in Medicine Meeting (ISMRM'10), Apr 2010, France. pp.1, 2010. ⟨hal-00621936⟩
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2009
ref_biblio
Lotfi Chaâri, Amel Benazza-Benyahia, Jean-Christophe Pesquet, Philippe Ciuciu. Wavelet based parallel MRI regularization using bivariate sparsity promoting priors. Poster session of IEEE International Conference on Image Processing (ICIP'09), 2009, France. 10pp., 2009. ⟨hal-00621935⟩
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Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. Extension des algorithmes imbriqués pour la résolution de problèmes d'optimisation convexe en imagerie. Poster session of 22ème Groupe de recherche et d'études du traitement du signal et des images (GRETSI'09), Sep 2009, France. 10pp., 2009. ⟨hal-00621940⟩
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Rapport
2018
ref_biblio
Alessandro Benfenati, Emilie Chouzenoux, Laurent Duval, Jean-Christophe Pesquet, Aurélie Pirayre. A review on graph optimization and algorithmic frameworks. [Research Report] LIGM - Laboratoire d'Informatique Gaspard-Monge. 2018. ⟨hal-01901499⟩
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2016
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Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux, Jean-Christophe Pesquet. A Variational Bayesian Approach for Restoring Data Corrupted with Non-Gaussian Noise. [Research Report] Laboratoire Informatique Gaspard Monge. 2016. ⟨hal-01418399⟩
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2013
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Harizanov Stanislav, Jean-Christophe Pesquet, Gabriele Steidl. Epigraphical Projection for Solving Least Squares Anscombe Transformed Constrained Optimization Problems. 2013. ⟨hal-00773246v2⟩
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2012
ref_biblio
Giovanni Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu. Epigraphical Projection and Proximal Tools for Solving Constrained Convex Optimization Problems: Part I. 2012. ⟨hal-00744603v2⟩
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2011
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Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. Parallel ProXimal Algorithm for Image Restoration Using Hybrid Regularization -- Extended version. 2011. ⟨hal-00574531v2⟩
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Pré-publication, Document de travail
2017
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Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet. An Auxiliary Variable Method for MCMC Algorithms in High Dimension. 2017. ⟨hal-01661234⟩
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Yuling Zheng, Aurélie Pirayre, Laurent Duval, Jean-Christophe Pesquet. Joint restoration/segmentation of multicomponent images with variationalBayes and higher-order graphical models (HOGMep). 2017. ⟨hal-01528856⟩
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2014
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Emilie Chouzenoux, Jean-Christophe Pesquet, Anisia Florescu. A Multi-Parameter Optimization Approach for Complex Continuous Sparse Modelling. 2014. ⟨hal-00988367⟩
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Anisia Florescu, Emilie Chouzenoux, Jean-Christophe Pesquet, Silviu Ciochina. Cramer-Rao Bound for a Sparse Complex Model. 2014. ⟨hal-00988369⟩
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Jean-Christophe Pesquet, Audrey Repetti. A Class of Randomized Primal-Dual Algorithms for Distributed Optimization. 2014. ⟨hal-01077615⟩
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2013
ref_biblio
Anisia Florescu, Emilie Chouzenoux, Jean-Christophe Pesquet, Silviu Ciochina. A constrained optimization approach for complex sparse perturbed models. 2013. ⟨hal-00783298v5⟩