J. Tourneret

发表

Motion Estimation in Echocardiography Using Sparse Representation and Dictionary Learning

Jean-Yves Tourneret, Adrian Basarab, Hervé Liebgott, 2018, IEEE Transactions on Image Processing.

Steady-state behavior and design of the Gaussian KLMS algorithm

Cédric Richard, Jean-Yves Tourneret, José Carlos M. Bermudez, 2011, 2011 19th European Signal Processing Conference.

Toward Fast Transform Learning

Jean-Yves Tourneret, Nicolas Dobigeon, François Malgouyres, 2014, International Journal of Computer Vision.

Multiband Image Fusion Based on Spectral Unmixing

Simon J. Godsill, Jean-Yves Tourneret, José M. Bioucas-Dias, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Fast Single Image Super-resolution using a New Analytical Solution for l2-l2 Problems.

A. Basarab, J. Tourneret, N. Dobigeon, 2016, IEEE transactions on image processing : a publication of the IEEE Signal Processing Society.

Bayesian unsupervised unmixing of hyperspectral images using a post-nonlinear model

Jean-Yves Tourneret, Nicolas Dobigeon, Yoann Altmann, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Blind Deconvolution of Sparse Pulse Sequences Under a Minimum Distance Constraint: A Partially Collapsed Gibbs Sampler Method

Jean-Yves Tourneret, Nicolas Dobigeon, Franz Hlawatsch, 2012, IEEE Transactions on Signal Processing.

Segmentation of Skin Lesions in 2-D and 3-D Ultrasound Images Using a Spatially Coherent Generalized Rayleigh Mixture Model

Jean-Yves Tourneret, Hadj Batatia, Nicolas Dobigeon, 2012, IEEE Transactions on Medical Imaging.

Hyperspectral Pansharpening: A Review

Naoto Yokoya, Jocelyn Chanussot, Jean-Yves Tourneret, 2015, IEEE Geoscience and Remote Sensing Magazine.

A Rao-Blackwellized particle filter for INS/GPS integration

Jean-Yves Tourneret, Arnaud Doucet, Audrey Giremus, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

A Particle Filtering Approach for Joint Detection/Estimation of Multipath Effects on GPS Measurements

Jean-Yves Tourneret, Audrey Giremus, Vincent Calmettes, 2007, IEEE Transactions on Signal Processing.

A particle filter to mitigate jamming for GPS navigation

A. Doucet, J. Tourneret, A. Giremus, 2005, IEEE/SP 13th Workshop on Statistical Signal Processing, 2005.

Spectral Variability in Hyperspectral Data Unmixing: A comprehensive review

Jocelyn Chanussot, Ricardo Augusto Borsoi, Tales Imbiriba, 2020, IEEE Geoscience and Remote Sensing Magazine.

Open Archive TOULOUSE Archive Ouverte (OATAO)

Lotfi Chaari, J. Tourneret, H. Batatia, 2009 .

Optimization of a Fast Transform Structured as a Convolutional Tree

Jean-Yves Tourneret, François Malgouyres, Herwig Wendt, 2016 .

Estimating the polarization degree of polarimetric images in coherent illumination using maximum likelihood methods.

M. Roche, J. Tourneret, M. Alouini, 2009, Journal of the Optical Society of America. A, Optics, image science, and vision.

Unbiased parameter estimation for the identification of bilinear systems

F. Castanie, J. Tourneret, S. Meddeb, 2000, Proceedings of the Tenth IEEE Workshop on Statistical Signal and Array Processing (Cat. No.00TH8496).

Tight Integration of GNSS and a 3D City Model for Robust Positioning in Urban Canyons

J. Tourneret, M. Sahmoudi, Aude Bourdeau, 2012 .

Kernel-Based Nonlinear Signal Processing

J. Bermudez, P. Honeine, C. Richard, 2015 .

FOR HOMOGENEOUS AND HETEROGENEOUS IMAGES

J. Tourneret, F. Pascal, M. Chabert, 2016 .

A normalized scaled gradient method to solve non-negativity and equality constrained linear inverse problem - Application to spectral mixture analysis

C. Richard, J. Tourneret, A. Ferrari, 2013, 1310.0676.

Smooth Bias Estimation for Multipath Mitigation Using Sparse Estimation

Jean-Yves Tourneret, Mohamed Sahmoudi, Frederic Faurie, 2018, 2018 21st International Conference on Information Fusion (FUSION).

Change-point detection in astronomical data by using a hierarchical model and a bayesian sampling approach

J. Scargle, J. Tourneret, N. Dobigeon, 2005, IEEE/SP 13th Workshop on Statistical Signal Processing, 2005.

Optimal linear prediction of rain attenuation using the Maseng-Bakken model

J. Tourneret, C. Mailhes, Z. Faraj, 2010, 2010 5th Advanced Satellite Multimedia Systems Conference and the 11th Signal Processing for Space Communications Workshop.

Tissue motion estimation using dictionary learning: Application to cardiac amyloidosis

N. Ouzir, A. Basarab, J. Tourneret, 2017, 2017 IEEE International Ultrasonics Symposium (IUS).

Tissue motion estimation using dictionary learning: Application to cardiac amyloidosis

N. Ouzir, A. Basarab, J. Tourneret, 2017, 2017 IEEE International Ultrasonics Symposium (IUS).

Bayesian compressed sensing in ultrasound imaging

Jean-Yves Tourneret, Adrian Basarab, Nicolas Dobigeon, 2011, 2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Nonlinear unmixing of hyperspectral images using a generalized bilinear model

Jean-Yves Tourneret, Nicolas Dobigeon, Yoann Altmann, 2011 .

The noncentral wishart distribution: properties and application to speckle imaging

A. Ferrari, J.-Y. Tourneret, G. Letac, 2005, IEEE/SP 13th Workshop on Statistical Signal Processing, 2005.

Linear unmixing of hyperspectral images using a scaled gradient method

Jean-Yves Tourneret, Nicolas Dobigeon, Celine Theys, 2009, 2009 IEEE/SP 15th Workshop on Statistical Signal Processing.

HYPERSPECTRAL IMAGES WITH VARIABILITY : AN ONLINE ALGORITHM

J. Tourneret, N. Dobigeon, Pierre-Antoine Thouvenin, 2016 .

Joint Bayesian Estimation of Close Subspaces from Noisy Measurements

Jean-Yves Tourneret, Olivier Besson, Nicolas Dobigeon, 2014, IEEE Signal Processing Letters.

EEG reconstruction and skull conductivity estimation using a Bayesian model promoting structured sparsity

Jean-Yves Tourneret, Hadj Batatia, Thomas Oberlin, 2016 .

Bayesian Structured Sparsity Priors for EEG Source Localization Technical Report

Jean-Yves Tourneret, Hadj Batatia, Thomas Oberlin, 2015, 1509.04576.

Estimating the Polarization Degree of Polarimetric Images using Maximum Likelihood Methods

M. Roche, J. Tourneret, F. Chatelain, 2007, 2007 IEEE/SP 14th Workshop on Statistical Signal Processing.

Lacunarity of fractal superlattices: a remote estimation using wavelets

J. Tourneret, D. Jaggard, H. Aubert, 2005, IEEE Transactions on Antennas and Propagation.

Bayesian oline detection of multiple change-points corrupted by multiplicative noise : application to SAR image edge detection

J. Tourneret, M. Lavielle, M. Doisy, 2009 .

Bayesian sparse image reconstruction . Application to MRFM

A. Hero, J. Tourneret, N. Dobigeon, 2008 .

Robust Unmixing of Multitemporal Hyperspectral Images – Complementary results and supporting materials

J. Tourneret, N. Dobigeon, Pierre-Antoine Thouvenin, 2017 .

Sparse reconstruction of molecular images : the MRFM challenge

A. Hero, J. Tourneret, N. Dobigeon, 2015 .

An improved regularized particle filter for GPS/INS integration

P.M. Djuric, J.-Y. Tourneret, A. Giremus, 2005, IEEE 6th Workshop on Signal Processing Advances in Wireless Communications, 2005..

ESTIMATION OF ABRUPT CHANGES IN MULTIPLICATIVE NOISE USING DYNAMIC PROGRAMMING

J. Tourneret, M. Coulon, 2000 .

Multivariate Markovian gamma distributions for multitemporal sequences of SAR images

N. Martin, J. Tourneret, F. Chatelain, 2009, 2009 IEEE/SP 15th Workshop on Statistical Signal Processing.

Associated with the Paper Entitled “ Spectral Image Fusion from Compressive Measurements ” submitted to IEEE Transactions on Image Processing

J. Tourneret, Henry Arguello, Edwin Vargas, 2018 .

An affine combination of two NLMS adaptive filters - Transient mean-square analysis

Jean-Yves Tourneret, N. J. Bershad, J. Bermudez, 2008 .

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)

F. Castanie, J. Tourneret, J. Pasquié, 2014, Pacing and clinical electrophysiology : PACE.

An HOS based statistical test for multiplicative noise detection

Jean-Yves Tourneret, Martial Coulon, J. Tourneret, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Real-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoisers

Jean-Yves Tourneret, Stephen McLaughlin, Nicolas Mellado, 2019, Nature Communications.

Identification of time-varying bilinear systems

F. Castanie, J. Tourneret, S. Meddeb, 1998, Ninth IEEE Signal Processing Workshop on Statistical Signal and Array Processing (Cat. No.98TH8381).

An affine combination of two LMS adaptive filters - statistical analysis of an error power ratio scheme

J. Bermudez, N. Bershad, J. Tourneret, 2009, 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers.

Sampling jitter detection using higher-order statistics

J. Tourneret, A. Ferrari, B. Lacaze, 1997, Proceedings of the IEEE Signal Processing Workshop on Higher-Order Statistics.

Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models - Application to the detection of anomalous crop development

Florian Mouret, J. Tourneret, S. Duthoit, 2021, Comput. Electron. Agric..

A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data

Florian Mouret, J. Tourneret, F. Pascal, 2022, ArXiv.

Design of an Adaptive Vector-tracking Loop for Reliable Positioning in Harsh Environment

Vincent Calmettes, B. Priot, J-Y. Tourneret, 2013 .

Vision Aided INS/GNSS Integration for Improving the Robustness of a Navigation System for Mini Unmanned Aerial Vehicles

Quan Pan, J.-Y. Tourneret, Cheng Cheng, 2013 .

MCMC Algorithms for Supervised and Unsupervised Linear Unmixing of Hyperspectral Images

A. Hero, S. Moussaoui, J. Tourneret, 2020, New Concepts in Imaging: Optical and Statistical Models.

A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data

Florian Mouret, J. Tourneret, F. Pascal, 2022, ArXiv.

How Attention Deep Learning Can Improve Copa Congestion Control Performance

J. Tourneret, E. Lochin, P. Gelard, 2022, 2022 International Wireless Communications and Mobile Computing (IWCMC).

SINGULAR RANDOM SIGNAL

B. Picinbono, J. Tourneret, 2005 .

Nonlinear Unmixing of Hyperspectral Images

Alfred O. Hero, Jean-Yves Tourneret, Cedric Richard, 2014 .

A Comparison of Bayesian Estimators for the Parameters of the Bivariate Multifractal Spectrum

P. Abry, J. Tourneret, H. Wendt, 2022, 2022 30th European Signal Processing Conference (EUSIPCO).

Robust Estimation of Gaussian Mixture Models Using Anomaly Scores and Bayesian Information Criterion for Missing Value Imputation

Florian Mouret, J. Tourneret, D. Kouamé, 2022, 2022 30th European Signal Processing Conference (EUSIPCO).

An EM Algorithm for Mixtures of Hyperspheres

J. Tourneret, Julien Lesouple, Philippe Burger, 2022, 2022 30th European Signal Processing Conference (EUSIPCO).

Sparse Signal and Image Recovery Using A Proximal Bayesian Algorithm

C. Chaux, L. Chaâri, J. Tourneret, 2014 .

Exponential families of mixed Poisson distributions

G. Letac, J. Tourneret, A. Ferrari, 2007 .

Attention Networks for Time Series Regression and Application to Congestion Control

J. Tourneret, E. Lochin, P. Gelard, 2022, 2022 IFIP Networking Conference (IFIP Networking).

Signal processing special issue on Markov Chain Monte Carlo (MCMC) methods for signal processing

Jean-Yves Tourneret, Olivier Cappé, O. Cappé, 2001, Signal Process..

Erratum to: "Special Section on Markov Chain Monte Carlo (MCMC) Methods for Signal Processing" [Signal Processing 81 (1) (January 2001) 1-83]

Jean-Yves Tourneret, Olivier Cappé, O. Cappé, 2001, Signal Process..

Sparse Representations and Dictionary Learning: from Image Fusion to Motion Estimation

N. Ouzir, A. Basarab, J. Tourneret, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Normality of a non-linear transformation of AR parameters: Application to reflection and cepstrum coefficients

Jean-Yves Tourneret, J. Tourneret, 1997, Signal Process..

Joint segmentation of wind speed and direction using a hierarchical model

Jean-Yves Tourneret, Nicolas Dobigeon, J. Tourneret, 2007, Comput. Stat. Data Anal..

Identification d'un modele ma perturbe par un bruit additif a support borne

Jean-Yves Tourneret, Bernard Lacaze, J. Tourneret, 1993 .

Method for decoding and decoder

Jean-Yves Tourneret, David Bonacci, Martial Coulon, 2011 .

Classification of Digital Modulations Using MCMC Methods

Petar M. Djuric, Jean-Yves Tourneret, Stéphane Lesage, 2001, Monte Carlo Methods Appl..

Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach pdf

Paul Honeine, Cédric Richard, Jean-Yves Tourneret, 2015, ArXiv.

Anomaly Detection in Mixed Time-Series Using A Convolutional Sparse Representation With Application To Spacecraft Health Monitoring

Jean-Yves Tourneret, Barbara Pilastre, Stéphane D'Escrivan, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A variational marginalized particle filter for jump Markov nonlinear systems with unknown transition probabilities

Jean-Yves Tourneret, Cheng Cheng, J. Tourneret, 2021, Signal Processing.

Detection of multiplicative noise in stationary random processes using second- and higher order statistics

Ananthram Swami, Jean-Yves Tourneret, Martial Coulon, 2000, IEEE Trans. Signal Process..

Parameter estimation for multivariate Gamma distributions, application to image registration

Jean-Yves Tourneret, Jordi Inglada, Anthony Ferrari, 2006 .

Session MA7: Adaptive filtering: Theory and applications

Jean-Yves Tourneret, J. Tourneret, 2008, 2008 42nd Asilomar Conference on Signals, Systems and Computers.

Subband decomposition using multichannel AR spectral estimation

Jean-Yves Tourneret, Corinne Mailhes, David Bonacci, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

A New Statistical Model for Multisensor Change Detection

Jean-Yves Tourneret, Jorge Prendes, Marie Chabert, 2014 .

Introduction to the Issue on Advanced Signal Processing for GNSS and Robust Navigation

Jean-Yves Tourneret, Dorota A. Grejner-Brzezinska, Fredrik Gustafsson, 2009, IEEE J. Sel. Top. Signal Process..

Convolutional Trees for Fast Transform Learning

Jean-Yves Tourneret, François Malgouyres, Herwig Wendt, 2015 .

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

Pascal Frossard, Aleksandra Pizurica, David B. Dunson, 2014, ArXiv.

Learning a fast transform with a dictionary

Jean-Yves Tourneret, Nicolas Dobigeon, François Malgouyres, 2014 .

Statistical modeling and classification of reflectance confocal microscopy images

Jean-Yves Tourneret, Hadj Batatia, Gwendal Josse, 2017, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Parameter Estimation For Multivariate Generalized Gaussian Distributions

Jean-Yves Tourneret, Yannick Berthoumieu, Lionel Bombrun, 2013, IEEE Transactions on Signal Processing.

Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions

Jean-Yves Tourneret, Yannick Berthoumieu, Lionel Bombrun, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

An EM-based multipath interference mitigation in GNSS receivers

Cheng Cheng, Jean-Yves Tourneret, J. Tourneret, 2019, Signal Process..

A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors

Jean-Yves Tourneret, Jorge Prendes, Marie Chabert, 2015, IEEE Transactions on Image Processing.

Nonlinear filtering approaches for INS/GPS integration

Jean-Yves Tourneret, Arnaud Doucet, Audrey Giremus, 2004, 2004 12th European Signal Processing Conference.

Shape classification of altimetric signals using anomaly detection and bayes decision rule

Jean-Yves Tourneret, Corinne Mailhes, Jerome Severini, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Outlier Detection at the Parcel-Level in Wheat and Rapeseed Crops Using Multispectral and SAR Time Series

Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, 2021, Remote. Sens..

Detecting anomalous crop development with multispectral and SAR time series using unsupervised outlier detection at the parcel-level: application to wheat and rapeseed crops.

Florian Mouret, J. Tourneret, S. Duthoit, 2020 .

Unsupervised crop anomaly detection at the parcel-level using optical and SAR images: application to wheat and rapeseed crops pdf

Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, 2020, ArXiv.

An unsupervised Bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images

Jean-Yves Tourneret, Hadj Batatia, Gwendal Josse, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Toward a Sparse Bayesian Markov Random Field Approach to Hyperspectral Unmixing and Classification

Jean-Yves Tourneret, Peng Chen, James D. B. Nelson, 2017, IEEE Transactions on Image Processing.

Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery

Jean-Yves Tourneret, Nicolas Dobigeon, Yoann Altmann, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A Bernoulli-Gaussian model for gene factor analysis

Alfred O. Hero, Jean-Yves Tourneret, Nicolas Dobigeon, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Nonlinear unmixing of hyperspectral images using a generalized bilinear model

Jean-Yves Tourneret, Nicolas Dobigeon, Yoann Altmann, 2011, 2011 IEEE Statistical Signal Processing Workshop (SSP).

Bayesian separation of spectral sources under non-negativity and full additivity constraints

Jean-Yves Tourneret, Saïd Moussaoui, Cédric Carteret, 2009, Signal Process..

Bayesian sparse image reconstruction for MRFM

Alfred O. Hero, Jean-Yves Tourneret, Nicolas Dobigeon, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Joint Bayesian Endmember Extraction and Linear Unmixing for Hyperspectral Imagery

Alfred O. Hero, Jean-Yves Tourneret, Saïd Moussaoui, 2009, IEEE Transactions on Signal Processing.

Library-based linear unmixing for hyperspectral imagery via reversible jump MCMC sampling

Jean-Yves Tourneret, Nicolas Dobigeon, J. Tourneret, 2009, 2009 IEEE Aerospace conference.

Hierarchical Bayesian Sparse Image Reconstruction With Application to MRFM

Alfred O. Hero, Jean-Yves Tourneret, Nicolas Dobigeon, 2008, IEEE Transactions on Image Processing.

Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery

Chein-I Chang, Jean-Yves Tourneret, Nicolas Dobigeon, 2008, IEEE Transactions on Signal Processing.

Blind Unmixing of Linear Mixtures using a Hierarchical Bayesian Model. Application to Spectroscopic Signal Analysis

Jean-Yves Tourneret, Nicolas Dobigeon, Said Moussaoui, 2007, 2007 IEEE/SP 14th Workshop on Statistical Signal Processing.

A Hybrid Lower Bound for Parameter Estimation of Signals With Multiple Change-Points

Jean-Yves Tourneret, Mohammed Nabil El Korso, Lucien Bacharach, 2019, IEEE Transactions on Signal Processing.

How to introduce expert feedback in one-class support vector machines for anomaly detection?

Jean-Yves Tourneret, Cédric Baudoin, Marc Spigai, 2021, Signal Process..

A Bayesian Nonparametric Model Coupled with a Markov Random Field for Change Detection in Heterogeneous Remote Sensing Images

Jean-Yves Tourneret, Jorge Prendes, Marie Chabert, 2016, SIAM J. Imaging Sci..

Classification bayésienne supervisée par processus de Dirichlet

Jean-Yves Tourneret, Manuel Davy, M. Davy, 2007 .

A Survey of Stochastic Simulation and Optimization Methods in Signal Processing

Alfred O. Hero, Jean-Yves Tourneret, Émilie Chouzenoux, 2015, IEEE Journal of Selected Topics in Signal Processing.

An Affine Combination of Two LMS Adaptive Filters—Transient Mean-Square Analysis

Jean-Yves Tourneret, José Carlos M. Bermudez, Neil J. Bershad, 2008, IEEE Transactions on Signal Processing.

MA blind identification based on order statistics application to binary-driven systems

Jean-Yves Tourneret, Bernard Lacaze, J. Tourneret, 1996, Signal Process..

Comparison between two non-minimum phase system estimators

J. Tourneret, B. Lacaze, B. Lacaze, 1994, Proceedings of MELECON '94. Mediterranean Electrotechnical Conference.

A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation

Jean-Yves Tourneret, Lotfi Chaâri, Hadj Batatia, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Estimating the Granularity Coefficient of a Potts-Markov Random Field Within a Markov Chain Monte Carlo Algorithm

Jean-Yves Tourneret, Hadj Batatia, Nicolas Dobigeon, 2012, IEEE Transactions on Image Processing.

Hyperspectral and Multispectral Image Fusion Based on a Sparse Representation

Jean-Yves Tourneret, Nicolas Dobigeon, Qi Wei, 2014, IEEE Transactions on Geoscience and Remote Sensing.

R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation

Simon J. Godsill, Jean-Yves Tourneret, José M. Bioucas-Dias, 2016, IEEE Signal Processing Letters.

Sparse Bayesian regularization using Bernoulli-Laplacian priors

Jean-Yves Tourneret, Lotfi Chaâri, Hadj Batatia, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Robust Optical Flow Estimation in Cardiac Ultrasound Images Using a Sparse Representation

Jean-Yves Tourneret, Adrian Basarab, Nora Ouzir, 2019, IEEE Transactions on Medical Imaging.

A New Decision-Theory-Based Framework for Echo Canceler Control

Tales Imbiriba, Jean-Yves Tourneret, José Carlos M. Bermudez, 2017, IEEE Transactions on Signal Processing.

Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images

Cédric Richard, Tales Imbiriba, Jean-Yves Tourneret, 2015, IEEE Transactions on Image Processing.

Detecting, estimating and correcting multipath biases affecting GNSS signals using a marginalized likelihood ratio-based method

Quan Pan, Cheng Cheng, Jean-Yves Tourneret, 2016, Signal Process..

Performance of TOA and FOA-based localization for Cospas-Sarsat search and rescue signals

Jean-Yves Tourneret, Martial Coulon, Thibaud Calmettes, 2013, 2013 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Modified cramer-rao lower bounds for TOA and symbol width estimation. An application to search and rescue signals

Jean-Yves Tourneret, Martial Coulon, Thibaud Calmettes, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

A robust test for nonlinear mixture detection in hyperspectral images

Jean-Yves Tourneret, Nicolas Dobigeon, Yoann Altmann, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Minimum Mean Square Distance Estimation of a Subspace

Jean-Yves Tourneret, Olivier Besson, Nicolas Dobigeon, 2011, IEEE Transactions on Signal Processing.

Joint Particle Filter and UKF Position Tracking in Severe Non-Line-of-Sight Situations

Jean-Yves Tourneret, Audrey Giremus, Josep Vidal, 2009, IEEE Journal of Selected Topics in Signal Processing.

Improved multiedge detection and reflectivity estimation for SAR images

Jean-Yves Tourneret, Franz Hlawatsch, Marie Chabert, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Parametric modeling of photometric signals

Jean-Yves Tourneret, André Ferrari, Gérard Alengrin, 2002, Signal Process..

P- and T-Wave Delineation in ECG Signals Using a Bayesian Approach and a Partially Collapsed Gibbs Sampler

Jean-Yves Tourneret, Corinne Mailhes, Chao Lin, 2010, IEEE Transactions on Biomedical Engineering.

Change detection for optical and radar images using a Bayesian nonparametric model coupled with a Markov random field

Jean-Yves Tourneret, Jorge Prendes, Marie Chabert, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A kernel density-based particle filter for state and time-varying parameter estimation in nonlinear state-space models

Cheng Cheng, Jean-Yves Tourneret, J. Tourneret, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

A Marginalized Likelihood Ratio Approach for detecting and estimating multipath biases on GNSS measurements

Quan Pan, Cheng Cheng, Jean-Yves Tourneret, 2014, 17th International Conference on Information Fusion (FUSION).

Detection and classification of spectrally equivalent processes using higher order statistics

Ananthram Swami, Jean-Yves Tourneret, Martial Coulon, 1999, IEEE Trans. Signal Process..

Deep learning for cloud detection

J.-Y. Tourneret, M. Ortner, H. Wendt, 2017 .

A New Frequency Estimation Method for Equally and Unequally Spaced Data

Jean-Yves Tourneret, Fredrik Andersson, Herwig Wendt, 2014, IEEE Transactions on Signal Processing.

Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation

Jean-Yves Tourneret, Nicolas Dobigeon, Qi Wei, 2015, IEEE Transactions on Image Processing.

Missing data reconstruction and anomaly detection in crop development using agronomic indicators derived from multispectral satellite images

Mohanad Albughdadi, Guillaume Rieu, Jean-Yves Tourneret, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Bayesian Estimation of Linear Mixtures Using the Normal Compositional Model. Application to Hyperspectral Imagery

Jean-Yves Tourneret, Olivier Eches, Corinne Mailhes, 2010, IEEE Transactions on Image Processing.

High-Resolution Optical and SAR Image Fusion for Building Database Updating

Jean-Yves Tourneret, Jordi Inglada, Philippe Marthon, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Fusion of high resolution optical and SAR images with vector data bases for change detection

Jean-Yves Tourneret, Jordi Inglada, Philippe Marthon, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Segmentation of ultrasound images using a spatially coherent generalized Rayleigh mixture model

Jean-Yves Tourneret, Hadj Batatia, Nicolas Dobigeon, 2011, 2011 19th European Signal Processing Conference.

Enhancing Hyperspectral Image Unmixing With Spatial Correlations

Jean-Yves Tourneret, Olivier Eches, Nicolas Dobigeon, 2010, IEEE Transactions on Geoscience and Remote Sensing.

Adaptive Markov Random Fields for Joint Unmixing and Segmentation of Hyperspectral Images

Jon Atli Benediktsson, Jean-Yves Tourneret, Olivier Eches, 2013, IEEE Transactions on Image Processing.

MCMC Sampling for Joint Segmentation of Wind Speed and Direction

Jean-Yves Tourneret, Nicolas Dobigeon, J. Tourneret, 2009, 2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop.

A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems

Jean-Yves Tourneret, Lotfi Chaâri, Hadj Batatia, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Generative Supervised Classification Using Dirichlet Process Priors

Jean-Yves Tourneret, Manuel Davy, M. Davy, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Change Detection in Multisensor SAR Images Using Bivariate Gamma Distributions

Jean-Yves Tourneret, Florent Chatelain, Jordi Inglada, 2008, IEEE Transactions on Image Processing.

Real-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoisers

G. Buller, Nicolas Mellado, J. Tourneret, 2019, Nature Communications.

Nonlinearity Detection in Hyperspectral Images Using a Polynomial Post-Nonlinear Mixing Model

Jean-Yves Tourneret, Nicolas Dobigeon, Yoann Altmann, 2013, IEEE Transactions on Image Processing.

Supervised Nonlinear Spectral Unmixing Using a Postnonlinear Mixing Model for Hyperspectral Imagery

Jean-Yves Tourneret, Nicolas Dobigeon, Yoann Altmann, 2012, IEEE Transactions on Image Processing.

Bayesian Restoration of High-Dimensional Photon-Starved Images

Jean-Yves Tourneret, Stephen McLaughlin, Marcelo Pereyra, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Anomaly detection in mixed telemetry data using a sparse representation and dictionary learning

Jean-Yves Tourneret, Barbara Pilastre, Stéphane D'Escrivan, 2020, Signal Process..

A Hierarchical Bayesian Model Accounting for Endmember Variability and Abrupt Spectral Changes to Unmix Multitemporal Hyperspectral Images

Jean-Yves Tourneret, Nicolas Dobigeon, Pierre-Antoine Thouvenin, 2016, IEEE Transactions on Computational Imaging.

Online Unmixing of Multitemporal Hyperspectral Images Accounting for Spectral Variability

Jean-Yves Tourneret, Nicolas Dobigeon, Pierre-Antoine Thouvenin, 2015, IEEE Transactions on Image Processing.

Hyperspectral Unmixing With Spectral Variability Using a Perturbed Linear Mixing Model

Jean-Yves Tourneret, Nicolas Dobigeon, Pierre-Antoine Thouvenin, 2015, IEEE Transactions on Signal Processing.

Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms

Alfred O. Hero, Cédric Richard, Jean-Yves Tourneret, 2013, IEEE Signal Processing Magazine.

Spectral Image Fusion From Compressive Measurements Using Spectral Unmixing and a Sparse Representation of Abundance Maps

Jean-Yves Tourneret, Henry Arguello, Edwin Vargas, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Hypersphere Fitting From Noisy Data Using an EM Algorithm

Jean-Yves Tourneret, Yoann Altmann, Barbara Pilastre, 2021, IEEE Signal Processing Letters.

Maximum marginal likelihood estimation of the granularity coefficient of a Potts-Markov random field within an MCMC algorithm

Nick Whiteley, Jean-Yves Tourneret, Christophe Andrieu, 2014, 2014 IEEE Workshop on Statistical Signal Processing (SSP).

Seeing around corners with edge-resolved transient imaging

Jean-Yves Tourneret, Charles Saunders, John Murray-Bruce, 2020, Nature Communications.

Edge-Resolved Transient Imaging

F. Wong, J. Tourneret, John Murray-Bruce, 2021, 2021 Conference on Lasers and Electro-Optics (CLEO).

Bayesian 3D Reconstruction of Complex Scenes from Single-Photon Lidar Data

Jean-Yves Tourneret, Aongus McCarthy, Ximing Ren, 2018, SIAM J. Imaging Sci..

Tutorial on Stochastic Simulation and Optimization Methods in Signal Processing pdf

Alfred O. Hero, Jean-Yves Tourneret, Steve McLaughlin, 2015, ArXiv.

Cramer-Rao lower bounds for change points in additive and multiplicative noise

Ananthram Swami, Jean-Yves Tourneret, André Ferrari, 2004, Signal Process..

Sparse representation of migrating targets in low PRF wideband radar

S. Bidon, J. Tourneret, L. Savy, 2012, 2012 IEEE Radar Conference.

Bayesian EEG source localization using a structured sparsity prior

Jean-Yves Tourneret, Hadj Batatia, Thomas Oberlin, 2017, NeuroImage.

Sparse EEG Source Localization Using Bernoulli Laplacian Priors

Jean-Yves Tourneret, Lotfi Chaâri, Hadj Batatia, 2015, IEEE Transactions on Biomedical Engineering.

Blind roll-off estimation for digital transmissions

Jean-Yves Tourneret, Nathalie Thomas, Emmanuel Bourret, 2017, Signal Process..

A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling

Jean-Yves Tourneret, Lotfi Chaâri, Caroline Chaux, 2014, IEEE Transactions on Signal Processing.

Spectral Image Fusion From Compressive Measurements

Henry Arguello, Jean-Yves Tourneret, Edwin Vargas, 2019, IEEE Transactions on Image Processing.

Fusion of multispectral and hyperspectral images based on sparse representation

Jean-Yves Tourneret, José M. Bioucas-Dias, Nicolas Dobigeon, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Bayesian fusion of multispectral and hyperspectral images with unknown sensor spectral response

Jean-Yves Tourneret, Nicolas Dobigeon, Qi Wei, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Bayesian Fusion of Multi-Band Images

Jean-Yves Tourneret, Nicolas Dobigeon, Qi Wei, 2013, IEEE Journal of Selected Topics in Signal Processing.

Estimating the Number of Endmembers in Hyperspectral Images Using the Normal Compositional Model and a Hierarchical Bayesian Algorithm

Jean-Yves Tourneret, Olivier Eches, Nicolas Dobigeon, 2010, IEEE Journal of Selected Topics in Signal Processing.

Joint Segmentation of Multivariate Astronomical Time Series: Bayesian Sampling With a Hierarchical Model

Jean-Yves Tourneret, Nicolas Dobigeon, Jeffrey D. Scargle, 2007, IEEE Transactions on Signal Processing.

Nonlinear unmixing of hyperspectral images using radial basis functions and orthogonal least squares

Jean-Yves Tourneret, Nicolas Dobigeon, Steve McLaughlin, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Unmixing hyperspectral images using the generalized bilinear model

Jean-Yves Tourneret, Nicolas Dobigeon, Yoann Altmann, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach

Jean-Yves Tourneret, Nicolas Dobigeon, Manuel Davy, 2006, IEEE Transactions on Signal Processing.

Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images

Jean-Yves Tourneret, Jean-Christophe Pesquet, Denis Kouamé, 2019, IEEE Signal Processing Letters.

Bayesian fusion of hyperspectral and multispectral images

Jean-Yves Tourneret, Nicolas Dobigeon, Qi Wei, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Pairwise likelihood estimation for multivariate mixed Poisson models generated by Gamma intensities

Jean-Yves Tourneret, Florent Chatelain, Sophie Lambert-Lacroix, 2009, Stat. Comput..

Parameter Estimation for Multivariate Mixed Poisson Distributions

Jean-Yves Tourneret, Florent Chatelain, André Ferrari, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Multivariate mixed poisson distributions

Jean-Yves Tourneret, André Ferrari, Gérard Letac, 2004, 2004 12th European Signal Processing Conference.

A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation

Jean-Yves Tourneret, Patrice Abry, Nicolas Dobigeon, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Bayesian estimation for the multifractality parameter

Jean-Yves Tourneret, Patrice Abry, Nicolas Dobigeon, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Including Antenna Mispointing in a Semi-Analytical Model for Delay/Doppler Altimetry

Jean-Yves Tourneret, Corinne Mailhes, Abderrahim Halimi, 2015, IEEE Transactions on Geoscience and Remote Sensing.

A Semi-Analytical Model for Delay/Doppler Altimetry and Its Estimation Algorithm

Jean-Yves Tourneret, Corinne Mailhes, Abderrahim Halimi, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Cramér-Rao bounds and estimation algorithms for delay/Doppler and conventional altimetry

Jean-Yves Tourneret, Corinne Mailhes, Abderrahim Halimi, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Parameter Estimation for Peaky Altimetric Waveforms

Jean-Yves Tourneret, Corinne Mailhes, Abderrahim Halimi, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Real-time 3D reconstruction of complex scenes using single-photon lidar: when image processing meets computer graphics

Jean-Yves Tourneret, Aongus McCarthy, Gerald S. Buller, 2019 .

High resolution optical and sar image fusion for road database updating

Jean-Yves Tourneret, Jordi Inglada, Philippe Marthon, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Sparse signal recovery using a Bernoulli generalized Gaussian prior

Jean-Yves Tourneret, Lotfi Chaâri, Caroline Chaux, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler

Jean-Yves Tourneret, Hadj Batatia, Thomas Oberlin, 2015, 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization

Jean-Yves Tourneret, Lotfi Chaâri, Hadj Batatia, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Sparse Bayesian image restoration with linear operator uncertainties with application to EEG signal recovery

Jean-Yves Tourneret, Hadj Batatia, Lotfi Chaari, 2014, 2nd Middle East Conference on Biomedical Engineering.

Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry

Hichem Snoussi, Jean-Yves Tourneret, Corinne Mailhes, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Exploiting time and frequency information for Delay/Doppler altimetry

Jean-Yves Tourneret, Corinne Mailhes, Abderrahim Halimi, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

A generalized semi-analytical model for delay/Doppler altimetry

Jean-Yves Tourneret, Corinne Mailhes, Abderrahim Halimi, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

A new model for peaky altimetric waveforms

Jean-Yves Tourneret, Corinne Mailhes, Abderrahim Halimi, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Cramér-Rao bounds for radar altimeter waveforms

Jean-Yves Tourneret, Corinne Mailhes, Jerome Severini, 2008, 2008 16th European Signal Processing Conference.

Logistic regression for detecting changes between databases and remote sensing images

Jean-Yves Tourneret, Jordi Inglada, Marie Chabert, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Masses of negative multinomial distributions: Application to Polarimetric Image Processing

J. Tourneret, F. Chatelain, Philippe Bernardoff, 2013 .

Masses des lois multinomiales négatives. Application au traitement d'images polarimétriques

J. Tourneret, F. Chatelain, Philippe Bernardoff, 2010 .

Composite likelihood estimation for multivariate mixed poisson distributions

J.-Y. Tourneret, J. Tourneret, F. Chatelain, 2005, IEEE/SP 13th Workshop on Statistical Signal Processing, 2005.

Spatio‐spectral regularization to improve magnetic resonance spectroscopic imaging quantification

Jean-Yves Tourneret, Hadj Batatia, Lotfi Chaari, 2016, NMR in biomedicine.

Nonlinear hyperspectral unmixing using Gaussian processes

Jean-Yves Tourneret, Nicolas Dobigeon, Steve McLaughlin, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Nonlinear Spectral Unmixing of Hyperspectral Images Using Gaussian Processes

Jean-Yves Tourneret, Nicolas Dobigeon, Steve McLaughlin, 2012, IEEE Transactions on Signal Processing.

Unsupervised nonlinear unmixing of hyperspectral images using Gaussian processes

Jean-Yves Tourneret, Nicolas Dobigeon, Steve McLaughlin, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Generalized isolation forest for anomaly detection

Jean-Yves Tourneret, Cédric Baudoin, Marc Spigai, 2021, Pattern Recognit. Lett..

The Adaptive Coherence Estimator is the Generalized Likelihood Ratio Test for a Class of Heterogeneous Environments

Jean-Yves Tourneret, Stéphanie Bidon, Olivier Besson, 2008, IEEE Signal Processing Letters.

Knowledge-Aided Bayesian Detection in Heterogeneous Environments

Jean-Yves Tourneret, Stéphanie Bidon, Olivier Besson, 2007, IEEE Signal Processing Letters.

A Bayesian Approach to Adaptive Detection in Nonhomogeneous Environments

Jean-Yves Tourneret, Stéphanie Bidon, Olivier Besson, 2008, IEEE Transactions on Signal Processing.

Unsupervised Nonlinear Spectral Unmixing Based on a Multilinear Mixing Model

Jean-Yves Tourneret, Qi Wei, Marcus Chen, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Fast Single Image Super-Resolution pdf

Jean-Yves Tourneret, Adrian Basarab, Ningning Zhao, 2015, ArXiv.

Classification of linear and non-linear modulations using the Baum-Welch algorithm and MCMC methods

Jean-Yves Tourneret, Nathalie Thomas, Josep Vidal, 2010, Signal Process..

Classification of linear and nonlinear modulations using the Baum-Welch algorithm

Jean-Yves Tourneret, Nathalie Thomas, Josep Vidal, 2008, 2008 16th European Signal Processing Conference.

Classification of GMSK signals with different bandwidths

Jean-Yves Tourneret, Nathalie Thomas, Herve Guillon, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Multipath Mitigation for GNSS Positioning in an Urban Environment Using Sparse Estimation

Jean-Yves Tourneret, Mohamed Sahmoudi, Willy Vigneau, 2019, IEEE Transactions on Intelligent Transportation Systems.

Stochastic Behavior Analysis of the Gaussian Kernel Least-Mean-Square Algorithm

J. Bermudez, C. Richard, J. Tourneret, 2012, IEEE Transactions on Signal Processing.

Ship localization using ais signals received by satellites

Jean-Yves Tourneret, Raoul Prévost, Martial Coulon, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Spectral image fusion from compressive measurements using spectral unmixing

Henry Arguello, Jean-Yves Tourneret, Edwin Vargas, 2017, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Bayesian reconstruction of hyperspectral images by using compressed sensing measurements and a local structured prior

Henry Arguello, Jean-Yves Tourneret, Hadj Batatia, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Bayesian fusion of multispectral and hyperspectral images using a block coordinate descent method

Jean-Yves Tourneret, Nicolas Dobigeon, Qi Wei, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

A fast algorithm based on a sylvester-like equation for LS regression with GMRF prior

Jean-Yves Tourneret, Émilie Chouzenoux, Jean-Christophe Pesquet, 2017, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Bivariate Gamma Distributions for Image Registration and Change Detection

Jean-Yves Tourneret, Florent Chatelain, Jordi Inglada, 2007, IEEE Transactions on Image Processing.

Bivariate Gamma Distributions for Multisensor Sar Images

Jean-Yves Tourneret, Florent Chatelain, J. Tourneret, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Echo Cancellation—A Likelihood Ratio Test for Double-Talk Versus Channel Change

Jean-Yves Tourneret, Neil J. Bershad, N. Bershad, 2006, IEEE Transactions on Signal Processing.

Detection performance for discrete test statistics. Application to low-flux imagery

Jean-Yves Tourneret, André Ferrari, J. Tourneret, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Detection and estimation of multiplicative jumps

Jean-Yves Tourneret, Marie Chabert, M. Ghogho, 1996, Proceedings of 8th Workshop on Statistical Signal and Array Processing.

Partially Asynchronous Distributed Unmixing of Hyperspectral Images

Jean-Yves Tourneret, Nicolas Dobigeon, Pierre-Antoine Thouvenin, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Bayesian 3D Reconstruction of Subsampled Multispectral Single-Photon Lidar Signals

Jean-Yves Tourneret, Yoann Altmann, Henry Arguello-Fuentes, 2019, IEEE Transactions on Computational Imaging.

Ship detection using SAR and AIS raw data for maritime surveillance

Jean-Yves Tourneret, David Bonacci, François Vincent, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

Blind model-based fusion of multi-band and panchromatic images

Simon J. Godsill, Jean-Yves Tourneret, José M. Bioucas-Dias, 2016, 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI).

A Bayesian non-parametric hidden Markov random model for hemodynamic brain parcellation

Mohanad Albughdadi, Jean-Yves Tourneret, Lotfi Chaâri, 2017, Signal Process..

Hemodynamic Brain Parcellation Using A Non-Parametric Bayesian Approach

Mohanad Albughdadi, Jean-Yves Tourneret, Philippe Ciuciu, 2016 .

Model selection for hemodynamic brain parcellation in FMRI

Mohanad Albughdadi, Jean-Yves Tourneret, Lotfi Chaâri, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Incorporating User Feedback Into One-Class Support Vector Machines for Anomaly Detection

Jean-Yves Tourneret, Julien Lesouple, J. Tourneret, 2021, 2020 28th European Signal Processing Conference (EUSIPCO).

Multifractal Anomaly Detection in Images via Space-Scale Surrogates

P. Abry, J. Tourneret, H. Wendt, 2022, International Conference on Information Photonics.

Bayesian Estimation of the Parameters of the Bivariate Multifractal Spectrum

Jean-Yves Tourneret, Patrice Abry, Herwig Wendt, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

Multifractal Analysis of Multivariate Images Using Gamma Markov Random Field Priors

Jean-Yves Tourneret, Patrice Abry, Steve McLaughlin, 2018, SIAM J. Imaging Sci..

Bayesian joint estimation of the multifractality parameter of image patches using gamma Markov Random Field priors

Jean-Yves Tourneret, Patrice Abry, Steve McLaughlin, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Bayesian Estimation of the Multifractality Parameter for Image Texture Using a Whittle Approximation

Jean-Yves Tourneret, Patrice Abry, Nicolas Dobigeon, 2014, IEEE Transactions on Image Processing.

Ship and Oil-Spill Detection Using the Degree of Polarization in Linear and Hybrid/Compact Dual-Pol SAR

Jean-Yves Tourneret, Marie Chabert, Reza Shirvany, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Frequency estimation based on Hankel matrices and the alternating direction method of multipliers

Jean-Yves Tourneret, Marcus Carlsson, Fredrik Andersson, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Multivariate Anomaly Detection in Mixed Telemetry time-series Using A Sparse Decomposition

Jean-Yves Tourneret, Barbara Pilastre, Stéphane D'Escrivan, 2019, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

A Data-Driven Approach For Actuator Servo Loop Failure Detection

Eric Chaumette, Philippe Goupil, Simone Urbano, 2017 .

Spatial regularization for nonlinear unmixing of hyperspectral data with vector-valued kernel functions

Cédric Richard, Jean-Yves Tourneret, André Ferrari, 2016, 2016 IEEE Statistical Signal Processing Workshop (SSP).

Adaptive signal processing by particle filters and discounting of old measurements

Petar M. Djuric, Jean-Yves Tourneret, Jayesh H. Kotecha, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability

Jean-Yves Tourneret, Nicolas Dobigeon, Abderrahim Halimi, 2014, IEEE Transactions on Image Processing.

A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data

Florian Mouret, J. Tourneret, F. Pascal, 2022, IEEE Transactions on Signal Processing.

Reconstruction of Sentinel-2 Time Series Using Robust Gaussian Mixture Models - Application to the Detection of Anomalous Crop Development in wheat and rapeseed crops pdf

Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, 2021, ArXiv.

Block-Wise Ultrasound Image Deconvolution from Fundamental and Harmonic Images

Jean-Yves Tourneret, Adrian Basarab, Denis Kouamé, 2020, 2020 IEEE International Ultrasonics Symposium (IUS).

Joint Deconvolution of Fundamental and Harmonic Ultrasound Images

Jean-Yves Tourneret, Adrian Basarab, Denis Kouamé, 2019, 2019 IEEE International Ultrasonics Symposium (IUS).

Blind Deconvolution of Fundamental and Harmonic Ultrasound Images

Jean-Yves Tourneret, Giulia Matrone, Adrian Basarab, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Restoration of ultrasonic images using non-linear system identification and deconvolution

Jean-Yves Tourneret, Adrian Basarab, Denis Kouame, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Band selection in RKHS for fast nonlinear unmixing of hyperspectral images

Cédric Richard, Tales Imbiriba, Jean-Yves Tourneret, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Computing the Cramer–Rao Bound of Markov Random Field Parameters: Application to the Ising and the Potts Models

Jean-Yves Tourneret, Hadj Batatia, Nicolas Dobigeon, 2012, IEEE Signal Processing Letters.

Parameter estimation for hybrid wavelet-total variation regularization

Jean-Yves Tourneret, Jean-Christophe Pesquet, Philippe Ciuciu, 2011, 2011 IEEE Statistical Signal Processing Workshop (SSP).

Joint segmentation of multivariate Poissonian time series. Application to burst and transient source experiments

Jean-Yves Tourneret, Nicolas Dobigeon, Jeffrey D. Scargle, 2006, 2006 14th European Signal Processing Conference.

Detection of nonlinear mixtures using Gaussian processes: Application to hyperspectral imaging

Cédric Richard, Tales Imbiriba, Jean-Yves Tourneret, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Residual component analysis of hyperspectral images for joint nonlinear unmixing and nonlinearity detection

Jean-Yves Tourneret, Nicolas Dobigeon, Steve McLaughlin, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Bayesian algorithm for unsupervised unmixing of hyperspectral images using a post-nonlinear model

J. Tourneret, N. Dobigeon, Y. Altmann, 2013 .

Residual Component Analysis of Hyperspectral Images—Application to Joint Nonlinear Unmixing and Nonlinearity Detection

J. Tourneret, N. Dobigeon, Y. Altmann, 2013, IEEE Transactions on Image Processing.

Unsupervised Post-Nonlinear Unmixing of Hyperspectral Images Using a Hamiltonian Monte Carlo Algorithm

J. Tourneret, N. Dobigeon, Y. Altmann, 2013, IEEE Transactions on Image Processing.

Detecting nonlinear mixtures in hyperspectral images

Jean-Yves Tourneret, Nicolas Dobigeon, Yoann Altmann, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

A post nonlinear mixing model for hyperspectral images unmixing

Jean-Yves Tourneret, Nicolas Dobigeon, Yoann Altmann, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery

J. Tourneret, N. Dobigeon, Y. Altmann, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Wavelet-based statistical classification of skin images acquired with reflectance confocal microscopy.

Hadj Batatia, Gwendal Josse, Jimmy Le Digabel, 2017, Biomedical optics express.

Robust Covariance Matrix Estimation and Sparse Bias Estimation for Multipath Mitigation

Jean-Yves Tourneret, Mohamed Sahmoudi, Julien Lesouple, 2018, Proceedings of the 31st International Technical Meeting of The Satellite Division of the Institute of Navigation (ION GNSS+ 2018).

Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms

A. Hero, J. Bermudez, C. Richard, 2013, IEEE Signal Process. Mag..

Unsupervised Bayesian linear unmixing of gene expression microarrays

Alfred O. Hero, Jean-Yves Tourneret, Nicolas Dobigeon, 2013, BMC Bioinformatics.

Robust Unmixing of Multitemporal Hyperspectral Images

J. Tourneret, N. Dobigeon, Pierre-Antoine Thouvenin, 2016 .

Hyperspectral unmixing accounting for spatial correlations and endmember variability

Paul Honeine, Jean-Yves Tourneret, Nicolas Dobigeon, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Fast Spectral Unmixing based on Dykstra's Alternating Projection pdf

Jean-Yves Tourneret, José M. Bioucas-Dias, Nicolas Dobigeon, 2015, ArXiv.

Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach

Paul Honeine, Jean-Yves Tourneret, Abderrahim Halimi, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Toward a Sparse Bayesian Markov Random Field Approach to Hyperspectral Unmixing and Classification

J. Tourneret, J. Nelson, Peng Chen, 2017, IEEE Transactions on Image Processing.

P and twave delineation andwaveform estimation in ECG signals using a block gibbs sampler

Jean-Yves Tourneret, Corinne Mailhes, Franz Hlawatsch, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Bilinear models for nonlinear unmixing of hyperspectral images

Jean-Yves Tourneret, Nicolas Dobigeon, Yoann Altmann, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model

J. Tourneret, N. Dobigeon, Y. Altmann, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Bayesian off-line detection of multiple change-points corrupted by multiplicative noise: application to SAR image edge detection

Jean-Yves Tourneret, Marc Lavielle, Michel Doisy, 2003, Signal Process..

Covariance Matrix Estimation With Heterogeneous Samples

Jean-Yves Tourneret, Stéphanie Bidon, Olivier Besson, 2008, IEEE Transactions on Signal Processing.

Bayesian Orthogonal Component Analysis for Sparse Representation

Jean-Yves Tourneret, Nicolas Dobigeon, J. Tourneret, 2009, IEEE Transactions on Signal Processing.

Joint Registration and Fusion of 3D Magnetic Resonance and 2D Ultrasound Images for Endometriosis Surgery

J. Tourneret, Youssra El Bennioui, Adrian Basarab, 2023, 2023 31st European Signal Processing Conference (EUSIPCO).

Sequential beat-to-beat P and T wave delineation and waveform estimation in ECG signals: Block Gibbs sampler and marginalized particle filter

Jean-Yves Tourneret, Audrey Giremus, Corinne Mailhes, 2014, Signal Process..

A Tensor Factorization Method for 3-D Super Resolution With Application to Dental CT

Jean-Yves Tourneret, Adrian Basarab, Denis Kouamé, 2018, IEEE Transactions on Medical Imaging.

A marginalised particle filter with variational inference for non‐linear state‐space models with Gaussian mixture noise

J. Tourneret, Xiaodong Lu, Cheng Cheng, 2021, IET Radar, Sonar & Navigation.

Stochastic Analysis of the LMS Algorithm for System Identification With Subspace Inputs

Jean-Yves Tourneret, José Carlos M. Bermudez, Neil J. Bershad, 2008, IEEE Transactions on Signal Processing.

ECG denoising using a dynamical model and a marginalized particle filter

Mónica F. Bugallo, Jean-Yves Tourneret, Corinne Mailhes, 2011, 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

Beat-to-beat P and T wave delineation in ECG signals using a marginalized particle filter

Jean-Yves Tourneret, Audrey Giremus, Corinne Mailhes, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Analysis of LMS Algorithm Behavior with Subspace Inputs

Jean-Yves Tourneret, José Carlos M. Bermudez, Neil J. Bershad, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.