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Chaari, Lotfi and Tourneret, Jean-Yves and Chaux, Caroline and Batatia, Hadj A hamiltonian Monte Carlo method for non-smooth energy sampling. (2016) IEEE Transactions on Signal Processing, vol. 64 (n° 21). pp. 5585-5594. ISSN 1053-587X

Chen, Peng and Nelson, James and Tourneret, Jean-Yves Toward a Sparse Bayesian Markov Random Field Approach to Hyperspectral Unmixing and Classification. (2016) IEEE Transactions on Image Processing, vol. 26 (n° 1). pp. 426-438. ISSN 1057-7149

Wei, Qi and Bioucas-Dias, José M. and Dobigeon, Nicolas and Tourneret, Jean-Yves and Chen, marcus and Godsill, Simon Multiband Image Fusion Based on Spectral Unmixing. (2016) IEEE Transactions on Geoscience and Remote Sensing, vol. 54 (n° 12). pp. 7236-7249. ISSN 0196-2892

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves and Bioucas-Dias, José M. and Godsill, Simon R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation. (2016) IEEE Signal Processing Letters, vol. 23 (n° 11). pp. 1632-1636. ISSN 1070-9908

Zhao, Ningning and Wei, Qi and Basarab, Adrian and Dobigeon, Nicolas and Kouamé, Denis and Tourneret, Jean-Yves Fast Single Image Super-Resolution Using a New Analytical Solution for l2–l2 Problems. (2016) IEEE Transactions on Image Processing, vol. 25 (n° 8). pp. 3683-3697. ISSN 1057-7149

Zhao, Ningning and Basarab, Adrian and Kouamé, Denis and Tourneret, Jean-Yves Joint Segmentation and Deconvolution of Ultrasound Images Using a Hierarchical Bayesian Model Based on Generalized Gaussian Priors. (2016) IEEE Transactions on Image Processing, vol. 25 (n° 8). pp. 3736-3750. ISSN 1057-7149

Halimi, Abderrahim and Honeine, Paul and Kharouf, Malika and Richard, Cédric and Tourneret, Jean-Yves Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach. (2016) IEEE Transactions on Geoscience and Remote Sensing, vol. 54 (n° 7). pp. 3811-3821. ISSN 0196-2892

Laruelo, Andrea and Chaari, Lotfi and Tourneret, Jean-Yves and Batatia, Hadj and Ken, Soleakhena and Rowland, Ben and Ferrand, Régis and Laprie, Anne Spatio-spectral regularization to improve magnetic resonance spectroscopic imaging quantification. (2016) NMR in Biomedicine, vol. 129 (n° 7). pp. 918-931. ISSN 0952-3480

Wendt, Herwig and Dobigeon, Nicolas and Tourneret, Jean-Yves and Albinet, Mathieu and Goldstein, Christophe and Karouche, Nadia Detection and Correction of Glitches in a Multiplexed Multichannel Data Stream—Application to the MADRAS Instrument. (2016) IEEE Transactions on Geoscience and Remote Sensing, vol. 54 (n° 5). pp. 2803-2811. ISSN 0196-2892

Halimi, Abderrahim and Mailhes, Corinne and Tourneret, Jean-Yves and Snoussi, Hichem Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry. (2016) IEEE Transactions on Geoscience and Remote Sensing, vol. 54 (n° 4). pp. 2207-2219. ISSN 0196-2892

Thouvenin, Pierre-Antoine and Dobigeon, Nicolas and Tourneret, Jean-Yves Hyperspectral unmixing with spectral variability using a perturbed linear mixing model. (2016) IEEE Transactions on Signal Processing, vol. 64 (n° 2). pp. 525-538. ISSN 1053-587X

Cheng, Cheng and Tourneret, Jean-Yves and Pan, Quan and Calmettes, Vincent Detecting, estimating and correcting multipath biases affecting GNSS signals using a marginalized likelihood ratio-based method. (2016) Signal Processing, vol. 118. pp. 221-234. ISSN 0165-1684

Imbiriba, Tales and Bermudez, José Carlos Moreira and Richard, Cédric and Tourneret, Jean-Yves Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images. (2015) IEEE Transactions on Image Processing, vol. 25 (n° 3). pp. 1136-1151. ISSN 1057-7149

Costa, Facundo and Batatia, Hadj and Chaari, Lotfi and Tourneret, Jean-Yves Sparse EEG Source Localization Using Bernoulli Laplacian Priors. (2015) IEEE Transactions on Biomedical Engineering, vol. 62 (n° 12). pp. 2888-2898. ISSN 0018-9294

Halimi, Abderrahim and Dobigeon, Nicolas and Tourneret, Jean-Yves Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability. (2015) IEEE Transactions on Image Processing, vol. 24 (n° 12). pp. 4904-4917. ISSN 1057-7149

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation. (2015) IEEE Transactions on Image Processing, vol. 24 (n° 11). pp. 4109-4121. ISSN 1057-7149

Pereyra, Marcelo Alejandro and Schniter, Philip and Chouzenoux, Emilie and Pesquet, Jean-Christophe and Tourneret, Jean-Yves and Hero, Alfred O. and McLaughlin, Steve A Survey of Stochastic Simulation and Optimization Methods in Signal Processing. (2015) IEEE Journal on Selected Topics in Signal Processing, vol. 10 (n° 2). pp. 224-241. ISSN 1932-4553

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves Bayesian Fusion of Multi-Band Images. (2015) IEEE Journal of Selected Topics in Signal Processing, vol. 9 (n° 6). pp. 1117-1127. ISSN 1932-4553

Chabiron, Olivier and Malgouyres, François and Tourneret, Jean-Yves and Dobigeon, Nicolas Toward fast transform learning. (2015) International Journal of Computer Vision, vol. 114 (n° 2). pp. 195-216. ISSN 0920-5691

Combrexelle, Sebastien and Wendt, Herwig and Dobigeon, Nicolas and Tourneret, Jean-Yves and Mclaughlin, Stephen and Abry, Patrice Bayesian Estimation of the Multifractality Parameter for Image Texture Using a Whittle Approximation. (2015) IEEE Transactions on Image Processing, vol. 24 (n° 8). pp. 2540-2551. ISSN 1057-7149

Prendes, Jorge and Chabert, Marie and Pascal, Frédéric and Giros, Alain and Tourneret, Jean-Yves A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors. (2015) IEEE Transactions on Image Processing, vol. 24 (n° 3). pp. 799-812. ISSN 1057-7149

Halimi, Abderrahim and Mailhes, Corinne and Tourneret, Jean-Yves and Boy, François and Moreau, Thomas Including antenna mispointing in a semi-analytical model for delay/Doppler altimetry. (2015) IEEE Transactions on Geoscience and Remote Sensing, vol. 53 (n° 2). pp. 598-608. ISSN 0196-2892

Wei, Qi and Bioucas-Dias, José M. and Dobigeon, Nicolas and Tourneret, Jean-Yves Hyperspectral and multispectral image fusion based on a sparse representation. (2015) IEEE Transactions on Geoscience and Remote Sensing, vol. 53 (n° 7). pp. 3658-3668. ISSN 0196-2892

Prendes, Jorge and Chabert, Marie and Pascal, Frédéric and Giros, Alain and Tourneret, Jean-Yves Performance assessment of a recent change detection method for homogeneous and heterogeneous images. (2015) Revue Française de Photogrammétrie et de Télédétection, vol. 209. pp. 23-29. ISSN 1768-9791

Loncan, Laetitia and Almeida, Luis B. and Bioucas-Dias, José M. and Briottet, Xavier and Chanussot, Jocelyn and Dobigeon, Nicolas and Fabre, Sophie and Liao, Wenzhi and Licciardi, Giorgio A. and Simoes, Miguel and Tourneret, Jean-Yves and Veganzones, Miguel Angel and Vivone, Gemine and Wei, Qi and Yokoya, Naoto Hyperspectral Pansharpening: A Review. (2015) IEEE Geoscience and Remote Sensing Magazine, vol. 3 (n° 3). pp. 27-46. ISSN 2168-6831

Andersson, Fredrik and Carlsson, Marcus and Tourneret, Jean-Yves and Wendt, Herwig A New Frequency Estimation Method for Equally and Unequally Spaced Data. (2014) IEEE Transactions on Signal Processing, vol. 62 (n° 21). pp. 5761-5774. ISSN 1053-587X

Maury, Philippe and Lin, Chao and Pasquié, Jean-Luc and Raczka, Frank and Beck, Lionel and Taieb, Jérome and Mailhes, Corinne and Tourneret, Jean-Yves and Rollin, Anne and Duparc, Alexandre and Mondoly, Pierre and Winum, Pierre and Rolland, Philippe and Castanie, Francis and Hallier, Benoit Detection of T-Wave Beat-By-Beat Variations prior to Ventricular Arrhythmias Onset in ICD-Stored Intracardiac Electrograms: The Endocardial T-Wave Alternans Study (ETWAS). (2014) Pacing and Clininical Electrophysiology, vol. 37 (n°11). pp. 1510-1519.

Lin, Chao and Kail, Georg and Giremus, Audrey and Mailhes, Corinne and Tourneret, Jean-Yves and Hlawatsch, Franz Sequential beat-to-beat P and T wave delineation and waveform estimation in ECG signals: Block Gibbs sampler and marginalized particle filter. (2014) Signal Processing, vol. 104. pp. 174-187. ISSN 0165-1684

Halimi, Abderrahim and Mailhes, Corinne and Tourneret, Jean-Yves and Thibault, Pierre and Boy, François A Semi-Analytical Model for Delay/Doppler Altimetry and Its Estimation Algorithm. (2014) IEEE Transactions on Geoscience and Remote Sensing, vol. 52 (n° 7). pp. 4248-4258. ISSN 0196-2892

Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves Unsupervised Post-Nonlinear Unmixing of Hyperspectral Images Using a Hamiltonian Monte Carlo Algorithm. (2014) IEEE Transactions on Image Processing, vol. 23 (n° 6). pp. 2663-2675. ISSN 1057-7149

Altmann, Yoann and Dobigeon, Nicolas and McLaughlin, Steve and Tourneret, Jean-Yves Residual Component Analysis of Hyperspectral Images - Application to Joint Nonlinear Unmixing and Nonlinearity Detection. (2014) IEEE Transactions on Image Processing, vol. 23 (n° 5). pp. 2148-2158. ISSN 1057-7149

Bidon, Stéphanie and Tourneret, Jean-Yves and Savy, Laurent and Le Chevalier, François Bayesian Sparse Estimation of Migrating Targets for Wideband Radar. (2014) IEEE Transactions on Aerospace and Electronic Systems, vol. 50 (n° 2). pp. 871-886. ISSN 0018-9251

Besson, Olivier and Dobigeon, Nicolas and Tourneret, Jean-Yves Joint Bayesian estimation of close subspaces from noisy measurements. (2014) IEEE Signal Processing Letters, vol. 21 (n° 2). pp. 168-171. ISSN 1070-9908

Pereyra, Marcelo Alejandro and Dobigeon, Nicolas and Batatia, Hadj and Tourneret, Jean-Yves Computing the Cramer-Rao bound of Markov random field parameters: Application to the Ising and the Potts models. (2014) IEEE Signal Processing Letters, vol. 21 (n° 1). pp. 47-50. ISSN 1070-9908

Dobigeon, Nicolas and Tourneret, Jean-Yves and Richard, Cédric and Bermudez, José Carlos M. and McLaughlin, Steve and Hero, Alfred O. Nonlinear unmixing of hyperspectral images: Models and algorithms. (2014) IEEE Signal Processing Letters, vol. 31 (n° 1). pp. 82-94. ISSN 1070-9908

Pascal, Frédéric and Bombrun, Lionel and Tourneret, Jean-Yves and Berthoumieu, Yannick Parameter estimation for multivariate generalized Gaussian distributions. (2013) IEEE Transactions on Signal Processing, vol. 61 (n° 23). pp. 5960-5971. ISSN 1053-587X

Pereyra, Marcelo Alejandro and Dobigeon, Nicolas and Batatia, Hadj and Tourneret, Jean-Yves Estimating the granularity coefficient of a Potts-Markov random field within an Markov Chain Monte Carlo algorithm. (2013) IEEE Transactions on Image Processing, vol. 22 (n° 6). pp. 2385-2397. ISSN 1057-7149

Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves Nonlinearity detection in hyperspectral images using a polynomial post-nonlinear mixing model. (2013) IEEE Transactions on Image Processing, vol. 22 (n° 4). pp. 1267-1276. ISSN 1057-7149

Altmann, Yoann and Dobigeon, Nicolas and McLaughlin, Steve and Tourneret, Jean-Yves Nonlinear spectral unmixing of hyperspectral images using Gaussian processes. (2013) IEEE Transactions on Signal Processing, vol. 61 (n° 10). pp. 2442-2453. ISSN 1053-587X

Eches, Olivier and Benediktsson, Jon Atli and Dobigeon, Nicolas and Tourneret, Jean-Yves Adaptive Markov random fields for joint unmixing and segmentation of hyperspectral image. (2013) IEEE Transactions on Image Processing, Vol. 22 (n° 1). pp. 5-16. ISSN 1057-7149

Deudon, François and Bidon, Stéphanie and Besson, Olivier and Tourneret, Jean-Yves Velocity Dealiased Spectral Estimators of Range Migrating Targets using a Single Low-PRF Wideband Waveform. (2013) IEEE Transactions on Aerospace and Electronic Systems, vol. 49 (n° 1). pp. 244-265. ISSN 0018-9251

Prévost, Raoul and Coulon, Martial and Bonacci, David and LeMaitre, Julia and Millerioux, Jean-Pierre and Tourneret, Jean-Yves Cyclic redundancy check-based detection algorithms for automatic identification system signals received by satellite. (2013) International Journal of Satellite Communications and Networking, vol. 31 (n°4). pp. 157-176. ISSN 1542-0973

Shirvany, Reza and Chabert, Marie and Tourneret, Jean-Yves Estimation of the Degree of Polarization for Hybrid/Compact and Linear Dual-Pol SAR Intensity Images: Principles and Applications. (2013) IEEE Transactions on Geoscience and Remote Sensing, vol. 51 (n° 1). pp. 539-551. ISSN 0196-2892

Bernardoff, Philippe and Chatelain, Florent and Tourneret, Jean-Yves Masses of negative multinomial distributions: Application to Polarimetric Image Processing. (2013) Journal of Probability and Statistics, vol. 2013. pp. 1-13. ISSN 1687-952X

Halimi, Abderrahim and Mailhes, Corinne and Tourneret, Jean-Yves and Thibault, Pierre and Boy, François Parameter estimation for peaky altimetric waveforms. (2013) IEEE Transactions on Geoscience and Remote Sensing, vol. 51 (n° 3). pp. 1568-1577. ISSN 0196-2892

Bazot, Cécile and Dobigeon, Nicolas and Tourneret, Jean-Yves and Zaas, Aimee K. and Ginsburg, Geoffrey S. and Hero, Alfred O. Unsupervised Bayesian linear unmixing of gene expression microarrays. (2013) BMC Bioinformatics, Vol. 14. ISSN 1471-2105

Besson, Olivier and Dobigeon, Nicolas and Tourneret, Jean-Yves CS Decomposition Based Bayesian Subspace Estimation. (2012) IEEE Transactions on Signal Processing, vol. 60 (n° 8). pp. 4210-4218. ISSN 1053-587X

Pereyra, Marcelo Alejandro and Dobigeon, Nicolas and Batatia, Hadj and Tourneret, Jean-Yves Segmentation of skin lesions in 2D and 3D ultrasound images using a spatially coherent generalized Rayleigh mixture model. (2012) IEEE Transactions on Medical Imaging, vol. 31 (n° 8). pp. 1509-1520. ISSN 0278-0062

Kail, Georg and Tourneret, Jean-Yves and Hlawatsch, Franz and Dobigeon, Nicolas Blind deconvolution of sparse pulse sequences under a minimum distance constraint: a partially collapsed Gibbs sampler method. (2012) IEEE Transactions on Signal Processing, vol. 60 (n° 6). pp. 2727-2743. ISSN 1053-587X

Shirvany, Reza and Chabert, Marie and Tourneret, Jean-Yves Ship and Oil-Spill Detection Using the Degree of Polarization in Linear and Hybrid/Compact Dual-Pol SAR. (2012) IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 5 (n° 3). pp. 885-892. ISSN 1939-1404

Altmann, Yoann and Halimi, Abderrahim and Dobigeon, Nicolas and Tourneret, Jean-Yves Supervised nonlinear spectral unmixing using a post-nonlinear mixing model for hyperspectral imagery. (2012) IEEE Transactions on Image Processing, vol. 21 (n° 6). pp. 3017-3025. ISSN 1057-7149

Parreira, Wemerson D. and Bermudez, José Carlos M. and Richard, Cédric and Tourneret, Jean-Yves Stochastic Behavior Analysis of the Gaussian Kernel Least-Mean-Square Algorithm. (2012) IEEE Transactions on Signal Processing, vol. 60 (n° 5). pp. 2208-2222. ISSN 1053-587X

Parreira, Wemerson D. and Bermudez, José Carlos M. and Richard, Cédric and Tourneret, Jean-Yves Stochastic Behavior Analysis of the Gaussian Kernel-Least-Mean-Square Algorithm. (2012) IEEE Transactions on Signal Processing, vol. 60 (n° 5). pp. 2208-2222. ISSN 1053-587X

Besson, Olivier and Dobigeon, Nicolas and Tourneret, Jean-Yves CS decomposition based Bayesian subspace estimation. (2012) IEEE Transactions on Signal Processing, vol. 60 (n° 8). pp. 4210-4218. ISSN 1053-587X

Besson, Olivier and Dobigeon, Nicolas and Tourneret, Jean-Yves Minimum mean square distance estimation of a subspace. (2011) IEEE Transactions on Signal Processing, vol. 59 (n° 12). pp. 5709 -5720. ISSN 1053-587X

Eches, Olivier and Dobigeon, Nicolas and Tourneret, Jean-Yves Enhancing hyperspectral image unmixing with spatial correlations. (2011) IEE Transactions on Geoscience & Remote Sensing, vol. 49 (n° 11). pp. 4239-4247. ISSN 0196-2892

Halimi, Abderrahim and Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves Nonlinear unmixing of hyperspectral images using a generalized bilinear model. (2011) IEE Transactions on Geoscience & Remote Sensing, vol. 49 (n° 11). pp.4153-4162. ISSN 0196-2892

Bidon, Stéphanie and Besson, François and Tourneret, Jean-Yves Knowledge-aided STAP in heterogeneous clutter using a hierarchical bayesian algorithm. (2011) IEEE Transactions on Aerospace and Electronic Systems, vol. 47 (n° 3). pp. 1863 -1879 . ISSN 0018-9251

Poulain, Vincent and Inglada, Jordi and Spigai, Marc and Tourneret, Jean-Yves and Marthon, Philippe High-resolution optical and SAR image fusion for building database updating. (2011) IEEE Transactions on Geoscience and Remote Sensing, vol. 49 (n° 8). pp. 2900-2910. ISSN 0196-2892

Bermudez, José Carlos M. and Bershad, Neil J. and Tourneret, Jean-Yves Stochastic analysis of an error power ratio scheme applied to the affine combination of two LMS adaptive filters. (2011) Signal Processing, vol. 91 (n° 11). pp. 2615-2622. ISSN 0165-1684

Bidon, Stéphanie and Besson, François and Tourneret, Jean-Yves Synthèse des traitements STAP pour la détection en environnement hétérogène. (2011) Traitement du signal, vol. 28 (n° 1-2). pp. 81-112. ISSN 0765-0019

Lin, Chao and Mailhes, Corinne and Tourneret, Jean-Yves P- and T-Wave Delineation in ECG Signals Using a Bayesian Approach and a Partially Collapsed Gibbs Sampler. (2010) IEEE Transactions on Biomedical Engineering, vol. 57 (n° 12). pp. 2840-2849. ISSN 0018-9294

Giremus, Audrey and Tourneret, Jean-Yves and Doucet, Arnaud A Fixed-lag Particle Filter for the Joint Detection/Compensation of Interference Effects in GPS Navigation. (2010) IEEE Transactions on Signal Processing, vol. 58 (n° 12). pp. 6066-6079. ISSN 1053-587X

Puengnim, Anchalee and Thomas, Nathalie and Tourneret, Jean-Yves and Vidal, Josep Classification of linear and non-linear modulations using the Baum–Welch algorithm and MCMC methods. (2010) Signal Processing, vol. 90 (n° 12). pp. 3242-3255. ISSN 0165-1684

Chaari, Lotfi and Pesquet, Jean-Christophe and Tourneret, Jean-Yves and Ciuciu, Philippe and Benazza-Benyahia, Amel A Hierarchical Bayesian Model for Frame Representation. (2010) IEEE Transactions on Signal Processing, vol. 58 (n° 11). pp. 5560-5571. ISSN 1053-587X

Davy, Manuel and Tourneret, Jean-Yves Generative Supervised Classification Using Dirichlet Process Priors. (2010) IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 3 (n° 10 ). pp. 1781-1794 . ISSN 0162-8828

Eches, Olivier and Dobigeon, Nicolas and Mailhes, Corinne and Tourneret, Jean-Yves Bayesian estimation of linear mixtures using the normal compositional model. Application to hyperspectral imagery. (2010) IEEE Transactions on Image Processing, vol. 1 (n° 6). pp. 1403-1413. ISSN 1057-7149

Eches, Olivier and Dobigeon, Nicolas and Tourneret, Jean-Yves Estimating the number of endmembers in hyperspectral images using the normal compositional model and a hierarchical Bayesian algorithm. (2010) IEEE Journal on Selected Topics in Signal Processing, vol. 4 (n° 3). pp. 582-591. ISSN 1932-4553

Dobigeon, Nicolas and Tourneret, Jean-Yves Bayesian Orthogonal Component Analysis for Sparse Representation. (2010) IEEE Transactions on Signal Processing, vol. 5 (n° 5). pp. 2675-2685. ISSN 1053-587X

Dobigeon, Nicolas and Moussaoui, Saïd and Coulon, Martial and Tourneret, Jean-Yves and Hero, Alfred O. Algorithmes bayésiens pour le démélange supervisé, semi-supervisé et non-supervisé d’images hyperspectrales. (2010) Traitement du signal, vol. 27 (n° 1). pp. 79-108. ISSN 0765-0019

Spangenberg, Mariana and Calmettes, Vincent and Julien, Olivier and Tourneret, Jean-Yves and Duchâteau, Grégoire Detection of variance changes and mean value jumps in measurement noise for multipath mitigation in urban navigation. (2010) Journal of the Institute of Navigation, vol. 57 (n° 1). pp. 35-52. ISSN 0028-1522

Dobigeon, Nicolas and Moussaoui, Saïd and Tourneret, Jean-Yves and Carteret, Cédric Bayesian separation of spectral sources under non-negativity and full additivity constraints. (2009) Signal Processing, vol. 8 (n° 12). pp. 2657-2669. ISSN 0165-1684

Dobigeon, Nicolas and Moussaoui, Saïd and Coulon, Martial and Tourneret, Jean-Yves and Hero, Alfred O. Joint Bayesian Endmember Extraction and Linear Unmixing for Hyperspectral Imagery. (2009) IEEE Transactions on Signal Processing, vol. 5 (n° 11). pp. 4355-4368. ISSN 1053-587X

Huerta, Jose M. and Vidal, Josep and Giremus, Audrey and Tourneret, Jean-Yves Joint Particle Filter and UKF Position Tracking in Severe Non-Line-Of-Sight Situations. (2009) IEEE Journal on Selected Topics in Signal Processing, vol. 3 (n° 5). pp. 874-888. ISSN 1932-4553

Dobigeon, Nicolas and Tourneret, Jean-Yves and Hero, Alfred O. Hierarchical Bayesian sparse image reconstruction with application to MRFM. (2009) IEEE Transactions on Signal Processing, vol. 1 (n° 9). pp. 2059-2070. ISSN 1053-587X

Chatelain, Florent and Lambert-Lacroix, Sophie and Tourneret, Jean-Yves Pairwise likelihood estimation for multivariate mixed Poisson models generated by Gamma intensities. (2009) Statistics and Computing, vol. 1 (n° 3). pp. 283-301. ISSN 1573-1375

Chatelain, Florent and Tourneret, Jean-Yves and Roche, Muriel and Alouini, Mehdi Estimating the polarization degree of polarimetric images in coherent illumination using maximum likelihood methods. (2009) Journal of the Optical Society of America A: Optics, Image Science & Vision (JOSA A), vol. 2 (n° 6). pp. 1348-1359. ISSN 1084-7529

Tourneret, Jean-Yves and Bershad, Neil J. and Bermudez, José Carlos M. Echo Cancellation : the generalized likelihood ratio test for double-talk vs. channel change. (2009) IEEE Transactions on Signal Processing, vol. 5 (n° 3). pp. 916-926.

Chatelain, Florent and Ferrari, André and Tourneret, Jean-Yves Lois de Poisson mélangées multivariées : application à la détection en présence de speckles. ( In Press: 2009) Traitement du signal, vol. 2 (n° 3). pp. 1-12. ISSN 0765-0019

Besson, Olivier and Bidon, Stéphanie and Tourneret, Jean-Yves Bounds for estimation of covariance matrices from heterogeneous samples. (2008) IEEE Transactions on Signal Processing, vol. 5 (n° 7). pp. 3357-3362. ISSN 1053-587X

Tourneret, Jean-Yves and Dobigeon, Nicolas and Chang, Chein-I Semi-supervised linear spectral unmixing using a hierarchical Bayesian model for hyperspectral imagery. (2008) IEEE Transactions on Signal Processing, vol. 5 (n° 7). pp. 2684-2695. ISSN 1053-587X

Bershad, Neil J. and Bermudez, José Carlos M. and Tourneret, Jean-Yves An affine combination of two LMS adaptive filters - Transient mean-square analysis. (2008) IEEE Transactions on Signal Processing, vol. 5 (n° 5). pp. 1853-1864. ISSN 1053-587X

Chatelain, Florent and Tourneret, Jean-Yves and Inglada, Jordi Change detection in multisensor SAR images using bivariate gamma distributions. (2008) IEEE Transactions on Image Processing, vol. 1 (n° 3). pp. 249-258. ISSN 1057-7149

Besson, Olivier and Bidon, Stéphanie and Tourneret, Jean-Yves Covariance matrix estimation with heterogeneous samples. (2008) IEEE Transactions on Signal Processing, vol. 5 (n° 3). pp. 909-920. ISSN 1053-587X

Bershad, Neil J. and Bermudez, José Carlos M. and Tourneret, Jean-Yves Stochastic Analysis of the LMS Algorithm for System Identification with Subspace Inputs. (2008) IEEE Transactions on Signal Processing, vol. 5 (n°3). pp. 1018-1027. ISSN 1053-587X

Bidon, Stéphanie and Besson, François and Tourneret, Jean-Yves A bayesian approach to adaptive detection in nonhomogeneous environments. (2008) IEEE Transactions on Signal Processing, vol. 5 (n° 1). pp. 205-217. ISSN 1053-587X

Bidon, Stéphanie and Besson, François and Tourneret, Jean-Yves The adaptive coherence estimator is the generalized likelihood ratio test for a class of heterogeneous environments. (2008) IEEE Signal Processing Letters, vol. 15. pp. 281-284. ISSN 1070-9908

Chatelain, Florent and Tourneret, Jean-Yves and Inglada, Jordi and Ferrari, André Bivariate Gamma Distributions for Image Registration and Change Detection. (2007) IEEE Transactions on Image Processing, vol. 1 (n° 7). pp. 1796-1806. ISSN 1057-7149

Ferrari, André and Letac, Gérard and Tourneret, Jean-Yves Exponential families of mixed Poisson distributions. (2007) Journal of Multivariate Analysis, vol. 9 (n° 6). pp. 1283-1292.

Besson, Olivier and Tourneret, Jean-Yves and Bidon, Stéphanie Knowledge-aided bayesian detection in heterogeneous environments. (2007) IEEE Signal Processing Letters, vol. 1 (n° 5). pp. 355-358. ISSN 1558-2361

Giremus, Audrey and Tourneret, Jean-Yves and Calmettes, Vincent A particle filtering approach for joint detection/estimation of multipath effects on GPS measurements. (2007) IEEE Transactions on Signal Processing, vol. 5 (n° 4). pp. 1275-1285. ISSN 1053-587X

Dobigeon, Nicolas and Tourneret, Jean-Yves and Scargle, Jeffrey Joint segmentation of multivariate astronomical time series : bayesian sampling with a hierarchical model. (2007) IEEE Transactions on Signal Processing, vol. 5 (n° 2). pp. 414-423. ISSN 1053-587X

Dobigeon, Nicolas and Tourneret, Jean-Yves and Davy, Manuel Joint segmentation of piecewise constant autoregressive processes by using a hierarchical model and a Bayesian sampling approach. (2007) IEEE Transactions on Signal Processing, vol. 5 (n° 4). pp. 1251-1263. ISSN 1053-587X

Dobigeon, Nicolas and Tourneret, Jean-Yves Joint segmentation of wind speed and direction using a hierarchical model. (2007) Computational Statistics & Data Analysis, vol. 5 (n° 12). pp. 5603-5621. ISSN 0167-9473

Bershad, Neil J. and Tourneret, Jean-Yves Echo Cancellation - A Likelihood Ratio Test for Double-talk Versus Channel Change. (2006) IEEE Transactions on Signal Processing, vol. 5 (n° 12). pp. 4572-4581. ISSN 1053-587X

Laksari, Yahia and Aubert, Hervé and Jaggard, Dwight L. and Tourneret, Jean-Yves Lacunarity of Fractal Superlattices: a Remote Estimation using Wavelets. (2005) IEEE Transactions on Antennas and Propagation, vol. 5 (n° 4). pp. 1358-1363. ISSN 0018-926X

Picinbono, Bernard and Tourneret, Jean-Yves Singular ARMA signals. (2005) IEEE Transactions on Signal Processing, vol. 5 (n° 2). pp. 499-504. ISSN 1053-587X

Tourneret, Jean-Yves and Ferrari, André and Swami, Ananthram Cramer–Rao lower bounds for change points in additive and multiplicative noise. (2004) Signal Processing, vol. 8 (n° 7). pp. 1071-1088. ISSN 0165-1684

Tourneret, Jean-Yves and Doisy, Michel and Lavielle, Marc Bayesian off-line detection of multiple change-points corrupted by multiplicative noise : application to SAR image edge detection. (2003) Signal Processing, vol. 8 (n° 9). pp. 1871-1887. ISSN 0165-1684

Davy, Manuel and Doncarli, Christian and Tourneret, Jean-Yves Classification of chirp signals using hierarchical bayesian learning and MCMC methods. (2002) IEEE Transactions on Signal Processing, vol. 5 (n° 2). pp. 377-388. ISSN 1053-587X

Ferrari, André and Tourneret, Jean-Yves and Alengrin, Gérard Parametric modeling of photometric signals. (2002) Signal Processing, vol. 82 (n° 4). pp. 649-661. ISSN 0165-1684

Chabert, Marie and Tourneret, Jean-Yves and Castanie, Francis Time-scale analysis of abrupt changes corrupted by multiplicative noise. (2000) Signal Processing, vol. 8 (n° 3). pp. 397-411. ISSN 0165-1684

Coulon, Martial and Tourneret, Jean-Yves and Swami, Ananthram Detection of multiplicative noise in stationary random processes using second- and higher order statistics. (2000) IEEE Transactions on Signal Processing, vol. 4 (n° 9). pp. 2566-2575. ISSN 1053-587X

Tourneret, Jean-Yves Statistical properties of line spectrum pairs. (1998) Signal Processing, vol. 6 (n° 2). pp. 239-255. ISSN 0165-1684

Tourneret, Jean-Yves Detection and Estimation of Abrupt Changes contaminated by Multiplicative Gaussian Noise. (1998) Signal Processing, vol. 6 (n° 3). pp. 259-270. ISSN 0165-1684

Tourneret, Jean-Yves Normality of a non-linear transformation of AR parameters: application to reflection and cepstrum coefficients. (1997) Signal Processing, vol. 6 (n° 1). pp. 1-14. ISSN 0165-1684

Conference or Workshop Item

Halimi, Abderrahim and Dobigeon, Nicolas and Tourneret, Jean-Yves and Mclaughlin, Stephen and Honeine, Paul Unmixing multitemporal hyperspectral images accounting for endmember variability. (2015) In: 23rd European Signal and Image Processing Conference (EUSIPCO 2015), 31 August 2015 - 4 September 2015 (Nice, France).

Combrexelle, Sébastien and Wendt, Herwig and Abry, Patrice and Dobigeon, Nicolas and Tourneret, Jean-Yves and Mc Laughlin, Stephen A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation. (2015) In: 40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015), 19 April 2015 - 24 April 2015 (Brisbane, Australia).

Prendes, Jorge and Chabert, Marie and Pascal, Frédéric and Giros, Alain and Tourneret, Jean-Yves Change detection for optical and radar images using a Bayesian nonparametric model coupled with a Markov random field. (2015) In: 40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015), 19 April 2015 - 24 April 2015 (Brisbane, Australia).

Zhao, Ningning and Basarab, Adrian and Kouamé, Denis and Tourneret, Jean-Yves Joint Bayesian Deconvolution And Point Spread Function Estimation For Ultrasound Imaging. (2015) In: 12th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2015), 16 April 2015 - 19 April 2015 (New York, United States).

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves Bayesian fusion of multispectral and hyperspectral images with unknown sensor spectral response. (2015) In: IEEE International Conference on Image Processing (ICIP 2014), 27 October 2014 - 30 October 2014 (Paris, France).

Zhao, Ningning and Basarab, Adrian and Kouamé, Denis and Tourneret, Jean-Yves Restoration of Ultrasound Images Using A Hierarchical Bayesian Model with A Generalized Gaussian Prior. (2015) In: IEEE International Conference on Image Processing (ICIP 2014), 27 October 2014 - 30 October 2014 (Paris, France).

Halimi, Abderrahim and Dobigeon, Nicolas and Tourneret, Jean-Yves and Honeine, Paul A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability. (2015) In: 40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015), 19 April 2015 - 24 April 2015 (Brisbane, Australia).

Thouvenin, Pierre-Antoine and Dobigeon, Nicolas and Tourneret, Jean-Yves A perturbed linear mixing model accounting for spectral variability. (2015) In: 23rd European Signal and Image Processing Conference (EUSIPCO 2015), 31 August 2015 - 4 September 2015 (Nice, France).

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves Bayesian fusion of multispectral and hyperspectral images using a block coordinate descent method. (2015) In: IEEE Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS 2015), 2 June 2015 - 5 June 2015 (Tokyo, Japan).

Combrexelle, Sebastien and Wendt, Herwig and Tourneret, Jean-Yves and Dobigeon, Nicolas and Mc Laughlin, Stephen and Abry, Patrice Estimation bayésienne locale du paramètre de multifractalité à l'aide d'un algorithme de Monte Carlo Hamiltonien. (2015) In: 25eme Colloque Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2015), 8 September 2015 - 11 September 2015 (Lyon, France).

Thouvenin, Pierre-Antoine and Dobigeon, Nicolas and Tourneret, Jean-Yves Estimation de variabilité pour le démélange non-supervisé d'images hyperspectrales. (2015) In: 25eme Colloque Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2015), 8 September 2015 - 11 September 2015 (Lyon, France).

Halimi, Abderrahim and Dobigeon, Nicolas and Tourneret, Jean-Yves and Honeine, Paul Hyperspectral unmixing accounting for spatial correlations and endmember variability. (2015) In: 7th IEEE Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS 2015), 2 June 2015 - 5 June 2015 (Tokyo, Japan).

Halimi, Abderrahim and Mailhes, Corinne and Tourneret, Jean-Yves and Boy, François and Moreau, Thomas A Generalized Semi-Analytical model for delay/Doppler altimetry. (2014) In: International Geoscience & Remote Sensing Symposium - IGARSS 2014, 13 July 2014 - 18 July 2014 (Quebec, Canada).

Chaari, Lotfi and Batatia, Hadj and Dobigeon, Nicolas and Tourneret, Jean-Yves A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization. (2014) In: IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2014, 4 May 2014 - 9 May 2014 (Florence, Italy).

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves Bayesian fusion of hyperspectral and multispectral images. (2014) In: IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2014, 4 May 2014 - 9 May 2014 (Florence, Italy).

Halimi, Abderrahim and Mailhes, Corinne and Tourneret, Jean-Yves and Moreau, Thomas and Boy, François Exploiting time and frequency information for delay/Doppler altimetry. (2014) In: European Signal and Image Processing Conference - EUSIPCO 2014, 1 September 2014 - 5 September 2014 (Lisbon, Portugal).

Wei, Qi and Bioucas-Dias, José M. and Dobigeon, Nicolas and Tourneret, Jean-Yves Fusion of multispectral and hyperspectral images based on sparse representation. (2014) In: 22nd European Signal and Image Processing Conference (EUSIPCO 2014), 1 September 2014 - 5 September 2014 (Lisbon, Portugal).

Chabiron, Olivier and Malgouyres, François and Tourneret, Jean-Yves and Dobigeon, Nicolas Learning a fast transform with a dictionary. (2014) In: international Traveling Workshop on Interactions between Sparse models and Technology - iTWIST' 2014, 27 August 2014 - 29 August 2014 (Namur, Belgium).

Prévost, Raoul and Coulon, Martial and Bonacci, David and LeMaitre, Julia and Millerioux, Jean-Pierre and Tourneret, Jean-Yves Partial CRC-assisted error correction of AIS signals received by satellite. (2014) In: IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2014, 4 May 2014 - 9 May 2014 (Florence, Italy).

Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves and McLaughlin, Steve Residual component analysis of hyperspectral images for joint nonlinear unmixing and nonlinearity detection. (2014) In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 4 May 2014 - 9 May 2014 (Florence, Italy).

Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves and Bermudez, José Carlos M. A robust test for nonlinear mixture detection in hyperspectral images. (2013) In: IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2013, 26 May 2013 - 31 May 2013 (Vancouver, Canada).

Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves Bayesian algorithm for unsupervised unmixing of hyperspectral images using a post-nonlinear model. (2013) In: 21st European Signal and Image Processing Conference (EUSIPCO 2013), 9 September 2013 - 13 September 2013 (Marrakech, Morocco).

Wendt, Herwig and Dobigeon, Nicolas and Tourneret, Jean-Yves and Abry, Patrice Bayesian estimation for the multifractality parameter. (2013) In: IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2013, 26 May 2013 - 31 May 2013 (Vancouver, Canada).

Bissoli Nicolau, Victor and Coulon, Martial and Grégoire, Yoann and Calmettes, Thibaud and Tourneret, Jean-Yves Bornes de Cramér-Rao modifiées pour le temps d'arrivée et la période symbole. Application aux signaux de recherche et de sauvetage. (2013) In: Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2013), 3 September 2013 - 6 September 2013 (Brest, France).

Halimi, Abderrahim and Mailhes, Corinne and Tourneret, Jean-Yves Cramér-Rao bounds and estimation algorithms for Delay/Doppler and conventional altimetry. (2013) In: 21st European Signal Processing Conference (EUSIPCO 2013), 9 September 2013 - 13 September 2013 (Marrakech, Morocco).

Wendt, Herwig and Dobigeon, Nicolas and Tourneret, Jean-Yves and Abry, Patrice Estimation bayésienne du paramètre de multifractalité. (2013) In: 24eme Colloque Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2013), 2 September 2013 - 6 September 2013 (Brest, France).

Andersson, Fredrik and Carlsson, Marcus and Tourneret, Jean-Yves and Wendt, Herwig Frequency Estimation Based on Hankel Matrices and the Alternating Direction Method of Multipliers. (2013) In: 21st European Signal and Image Processing Conference (EUSIPCO 2013), 9 September 2013 - 13 September 2013 (Marrakech, Morocco).

Laruelo, Andrea and Chaari, Lotfi and Batatia, Hadj and Ken, Soleakhena and Rowland, Ben and Laprie, Anne and Tourneret, Jean-Yves Hybrid Sparse Regularization for Magnetic Resonance Spectroscopy. (2013) In: IEEE Engineering in Medicine and Biology Society Conference - EMBC 2013, 3 July 2013 - 7 July 2013 (Osaka, Japan).

Prévost, Raoul and Coulon, Martial and Bonacci, David and LeMaitre, Julia and Millerioux, Jean-Pierre and Tourneret, Jean-Yves Joint phase-recovery and demodulation-decoding of AIS signals received by satellite. (2013) In: IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2013, 26 May 2013 - 31 May 2013 (Vancouver, Canada).

Bissoli Nicolau, Victor and Coulon, Martial and Grégoire, Yoann and Calmettes, Thibaud and Tourneret, Jean-Yves Modified Cramér-Rao lower bound for TOA and symbol width estimation. An application to search and rescue signals. (2013) In: IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2013, 26 May 2013 - 31 May 2013 (Vancouver, Canada).

Halimi, Abderrahim and Mailhes, Corinne and Tourneret, Jean-Yves and Boy, François and Moreau, Thomas Modèle semi-analytique pour l'altimétrie SAR/Doppler sur océan. (2013) In: 24ème Colloque Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2013), 3 September 2013 - 6 September 2013 (Brest, France).

Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves and Mclaughlin, Stephen Nonlinear hyperspectral unmixing using Gaussian processes. (2013) In: IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS 2013, 24 June 2013 - 27 June 2013 (Gainesville, United States). (Unpublished)

Andersson, Fredrik and Carlsson, Marcus and Tourneret, Jean-Yves and Wendt, Herwig On an Iterative Method for Direction of Arrival Estimation using Multiple Frequencies. (2013) In: IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing - CAMSAP 2013, 15 December 2013 - 18 December 2013 (Saint-Martin, France).

Prevost, Raoul and Coulon, Martial and Bonacci, David and Lemaitre, Julia and Millerioux, Jean-Pierre and Tourneret, Jean-Yves Poursuite de phase durant la démodulation et le décodage des signaux AIS reçus par satellite. (2013) In: 24eme Colloque Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2013), 3 September 2013 - 6 September 2013 (Brest, France).

Prevost, Raoul and Coulon, Martial and Paimblanc, Philippe and Lemaitre, Julia and Millerioux, Jean-Pierre and Tourneret, Jean-Yves Ship localization using AIS signals received by satellite. (2013) In: 21st European Signal and Image Processing Conference (EUSIPCO 2013), 9 September 2013 - 13 September 2013 (Marrakech, Morocco).

Garcia, Marie-Paule and Der Sarkissian, Henri and Mckay, Erin and Ferrer, Ludovic and Bardiès, Manuel and Villoing, Daphné and Batatia, Hadj and Basarab, Adrian and Tourneret, Jean-Yves and Kouamé, Denis TestDose : a SPECT image generator for clinical dosimetry studies. (2013) In: SPIE Medical Imaging 2013, 9 February 2013 - 14 February 2013 (Orlando, United States).

Goy, Philippe and Vincent, François and Tourneret, Jean-Yves An adaptive detection of spread targets in locally Gaussian clutter using a long integration time. (2012) In: International Conference on Radar Systems (Radar 2012), 22 October 2012 - 25 October 2012 (Glasgow, United Kingdom).

Goy, Philippe and Vincent, François and Tourneret, Jean-Yves Clutter rejection for MTI radar using a single antenna and a long integration time. (2011) In: 4th IEEE international Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2011), 13-16 Dec 2011, San Juan, Puerto Rico .

Spangenberg, Mariana and Tourneret, Jean-Yves and Calmettes, Vincent and Duchâteau, Grégoire Detection of variance changes and mean value jumps in measurement noise for multipath mitigation in urban navigation. (2008) In: 42nd Asilomar Conference on Signals, Systems and Computers, 26-29 Oct 2008, Pacific Grove, United States .

De Boer, Jean-Rémi and Calmettes, Vincent and Tourneret, Jean-Yves and Lesot, B. Performance improvement of integrated MEMS/GNSS systems. (2008) In: ION GNSS 2008 : 21st International Technical Meeting of the Satellite Division of the Institute of Navigation, 16-19 Sept 2008, Savannah, U nited States .

Giremus, Audrey and Doucet, Arnaud and Calmettes, Vincent and Tourneret, Jean-Yves A rao-blackwellized particle filter for INS/GPS integration. (2004) In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), 17-21 May 2004, Montréal, Canada .

De Belleville, Florestan and Dairaine, Laurent and Fraboul, Christian and Tourneret, Jean-Yves Group size estimation for hybrid satellite/terrestrial reliable multicast. (2004) In: Broadband Communication Systems, BSC’04, join to 18th IFIP World Computer Congress, 22-27 Août 2004, Toulouse, France .

Invited Conference

Spangenberg, Mariana and Calmettes, Vincent and Tourneret, Jean-Yves Fusion of GPS, INS and odometric data for automotive navigation. (2007) In: European Signal and Image Processing Conference (EUSIPCO 2007), 03-07 Sept 2007, Poznan, Poland .

This list was generated on Mon Dec 5 13:34:06 2016 CET.