| 2025 | ICASSP | Estimating Instrument Spectral Response Functions Using Sparse Representations and Quadratic Envelopes. | Jihanne El Haouari, Marcus Carlsson, Jean-Yves Tourneret, Herwig Wendt, Jean-Michel Gaucel, Christelle Pittet |
| 2024 | IGARSS | Estimation of Instrument Spectral Response Functions Using Sparse Representations in a Dictionary. | Jihanne El Haouari, Jean-Michel Gaucel, Christelle Pittet, Jean-Yves Tourneret, Herwig Wendt |
| 2022 | ICIP | Multifractal Anomaly Detection in Images via Space-Scale Surrogates. | Herwig Wendt, Lorena Leon, Jean-Yves Tourneret, Patrice Abry |
| 2022 | IWCMC | How Attention Deep Learning Can Improve Copa Congestion Control Performance. | Victor Perrier, Emmanuel Lochin, Jean-Yves Tourneret, Nicolas Kuhn, Patrick Gelard |
| 2022 | Networking | Attention Networks for Time Series Regression and Application to Congestion Control. | Victor Perrier, Emmanuel Lochin, Jean-Yves Tourneret, Patrick Gelard |
| 2021 | IGARSS | Sparse Representations and Dictionary Learning: from Image Fusion to Motion Estimation. | Jean-Yves Tourneret, Adrian Basarab, Nora Ouzir, Qi Wei |
| 2020 | ICASSP | Anomaly Detection in Mixed Time-Series Using A Convolutional Sparse Representation With Application To Spacecraft Health Monitoring. | Barbara Pilastre, Gustavo Silva, Loc Boussouf, Stphane D'Escrivan, Paul Rodrguez, Jean-Yves Tourneret |
| 2020 | ICIP | Constrained Bundle Adjustment Applied To Wing 3d Reconstruction With Mechanical Limitations. | Quentin Demoulin, Franois Lefebvre-Albaret, Adrian Basarab, Denis Kouam, Jean-Yves Tourneret |
| 2020 | ICIP | Ultrasound And Magnetic Resonance Image Fusion Using A Patch-Wise Polynomial Model. | Oumaima El Mansouri, Adrian Basarab, Mrio A. T. Figueiredo, Denis Kouam, Jean-Yves Tourneret |
| 2019 | ICASSP | 3D Reconstruction Using Single-photon Lidar Data Exploiting the Widths of the Returns. | Julin Tachella, Yoann Altmann, Steve McLaughlin, Jean-Yves Tourneret |
| 2019 | ICASSP | On Nonparametric Identification of Wiener Systems with Deterministic Inputs. | Simone Urbano, Eric Chaumette, Philippe Goupil, Jean-Yves Tourneret |
| 2018 | FUSION | Smooth Bias Estimation for Multipath Mitigation Using Sparse Estimation. | Julien Lesouple, Franck Barbiero, Frederic Faurie, Mohamed Sahmoudi, Jean-Yves Tourneret |
| 2018 | ICASSP | On the High-Snr Receiver Operating Characteristic of Glrt for The Conditional Signal Model. | Simone Urbano, Eric Chaumette, Philippe Goupil, Jean-Yves Tourneret |
| 2017 | ICASSP | A Bayesian lower bound for parameter estimation of Poisson data including multiple changes. | Lucien Bacharach, Mohammed Nabil El Korso, Alexandre Renaux, Jean-Yves Tourneret |
| 2017 | ICASSP | New asymptotic properties for the robust ANMF. | Gordana Draskovic, Frdric Pascal, Arnaud Breloy, Jean-Yves Tourneret |
| 2017 | ICASSP | Bayesian reconstruction of hyperspectral images by using compressed sensing measurements and a local structured prior. | Yuri Mejia, Henry Arguello, Facundo Costa, Jean-Yves Tourneret, Hadj Batatia |
| 2017 | ICIP | High-resolution spectral image reconstruction based on compressed data fusion. | Oscar Espitia, Henry Arguello, Jean-Yves Tourneret |
| 2017 | ICIP | Cardiac motion estimation in ultrasound images using spatial and sparse regularizations. | Nora Ouzir, Jean-Yves Tourneret, Adrian Basarab |
| 2017 | IGARSS | Missing data reconstruction and anomaly detection in crop development using agronomic indicators derived from multispectral satellite images. | Mohanad Albughdadi, Denis Kouame, Guillaume Rieu, Jean-Yves Tourneret |
| 2016 | FUSION | High-resolution hyperspectral image fusion based on spectral unmixing. | Qi Wei, Simon J. Godsill, Jos M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2016 | ICASSP | A maximum likelihood-based unscented Kalman filter for multipath mitigation in a multi-correlator based GNSS receiver. | Cheng Cheng, Quan Pan, Vincent Calmettes, Jean-Yves Tourneret |
| 2016 | ICASSP | A Bayesian framework for the multifractal analysis of images using data augmentation and a whittle approximation. | Sbastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry |
| 2016 | ICASSP | Unmixing multitemporal hyperspectral images with variability: An online algorithm. | Pierre-Antoine Thouvenin, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2016 | ICIP | Bayesian joint estimation of the multifractality parameter of image patches using gamma Markov Random Field priors. | Sbastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry |
| 2016 | IGARSS | Distributed boosting for cloud detection. | Matthieu Le Goff, Jean-Yves Tourneret, Herwig Wendt, Mathias Ortner, Marc Spigai |
| 2015 | ICASSP | A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation. | Sbastien Combrexelle, Herwig Wendt, Patrice Abry, Nicolas Dobigeon, Stephen McLaughlin, Jean-Yves Tourneret |
| 2015 | ICASSP | A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability. | Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret, Paul Honeine |
| 2015 | ICASSP | Nonlinear regression using smooth Bayesian estimation. | Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret |
| 2015 | ICASSP | Change detection for optical and radar images using a Bayesian nonparametric model coupled with a Markov random field. | Jorge Prendes, Marie Chabert, Frdric Pascal, Alain Giros, Jean-Yves Tourneret |
| 2014 | FUSION | A Marginalized Likelihood Ratio Approach for detecting and estimating multipath biases on GNSS measurements. | Cheng Cheng, Jean-Yves Tourneret, Quan Pan, Vincent Calmettes |
| 2014 | ICASSP | Residual component analysis of hyperspectral images for joint nonlinear unmixing and nonlinearity detection. | Yoann Altmann, Nicolas Dobigeon, Steve McLaughlin, Jean-Yves Tourneret |
| 2014 | ICASSP | A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization. | Lotfi Chari, Hadj Batatia, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2014 | ICASSP | Detection of nonlinear mixtures using Gaussian processes: Application to hyperspectral imaging. | Tales Imbiriba, Jos C. M. Bermudez, Jean-Yves Tourneret, Cdric Richard |
| 2014 | ICASSP | A multivariate statistical model for multiple images acquired by homogeneous or heterogeneous sensors. | Jorge Prendes, Marie Chabert, Frdric Pascal, Alain Giros, Jean-Yves Tourneret |
| 2014 | ICASSP | Partial CRC-assisted error correction of AIS signals received by satellite. | Raoul Prvost, Martial Coulon, David Bonacci, Julia LeMaitre, Jean-Pierre Millerioux, Jean-Yves Tourneret |
| 2014 | ICASSP | Bayesian fusion of hyperspectral and multispectral images. | Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2014 | ICIP | Bayesian fusion of multispectral and hyperspectral images with unknown sensor spectral response. | Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2014 | ICIP | Restoration of ultrasound images using a hierarchical Bayesian model with a generalized Gaussian prior. | Ningning Zhao, Adrian Basarab, Denis Kouame, Jean-Yves Tourneret |
| 2014 | IGARSS | A generalized semi-analytical model for delay/Doppler altimetry. | Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Francois Boy, Thomas Moreau |
| 2013 | ICASSP | A robust test for nonlinear mixture detection in hyperspectral images. | Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret, Jos Carlos M. Bermudez |
| 2013 | ICASSP | Modified cramer-rao lower bounds for TOA and symbol width estimation. An application to search and rescue signals. | Victor Bissoli Nicolau, Martial Coulon, Yoan Gregoire, Thibaud Calmettes, Jean-Yves Tourneret |
| 2013 | ICASSP | Joint phase-recovery and demodulation-decoding of AIS signals received by satellite. | Raoul Prvost, Martial Coulon, David Bonacci, Julia LeMaitre, Jean-Pierre Millerioux, Jean-Yves Tourneret |
| 2013 | ICASSP | Bayesian estimation for the multifractality parameter. | Herwig Wendt, Nicolas Dobigeon, Jean-Yves Tourneret, Patrice Abry |
| 2012 | FUSION | Constructive use of GNSS NLOS-multipath: Augmenting the navigation Kalman filter with a 3D model of the environment. | Aude Bourdeau, Mohamed Sahmoudi, Jean-Yves Tourneret |
| 2012 | ICASSP | Unsupervised nonlinear unmixing of hyperspectral images using Gaussian processes. | Yoann Altmann, Nicolas Dobigeon, Steve McLaughlin, Jean-Yves Tourneret |
| 2012 | ICASSP | Bayesian subspace estimation using CS decomposition. | Olivier Besson, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2012 | ICASSP | Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions. | Lionel Bombrun, Frdric Pascal, Jean-Yves Tourneret, Yannick Berthoumieu |
| 2012 | IGARSS | Prediction of rain attenuation series based on discretized spectral model. | Jie Chen, Cdric Richard, Paul Honeine, Jean-Yves Tourneret |
| 2011 | ACSSC | Bayesian estimation of a subspace. | Olivier Besson, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2011 | ACSSC | ECG denoising using a dynamical model and a marginalized particle filter. | Chao Lin, Mnica F. Bugallo, Corinne Mailhes, Jean-Yves Tourneret |
| 2011 | ICASSP | Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery. | Yoann Altmann, Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2011 | ICASSP | A Bernoulli-Gaussian model for gene factor analysis. | Cecile Bazot, Nicolas Dobigeon, Jean-Yves Tourneret, Alfred O. Hero III |
| 2011 | ICASSP | Variational methods for spectral unmixing of hyperspectral images. | Olivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret, Hichem Snoussi |
| 2011 | ICASSP | P and twave delineation andwaveform estimation in ECG signals using a block gibbs sampler. | Chao Lin, Georg Kail, Jean-Yves Tourneret, Corinne Mailhes, Franz Hlawatsch |
| 2011 | ICASSP | Stochastic behavior analysis of the Gaussian Kernel Least Mean Square algorithm. | Wemerson Delcio Parreira, Jos Carlos M. Bermudez, Cdric Richard, Jean-Yves Tourneret |
| 2011 | ICASSP | Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model. | Marcelo Pereyra, Nicolas Dobigeon, Hadj Batatia, Jean-Yves Tourneret |
| 2011 | IGARSS | Comparison of ship detection performance based on the degree of polarization in hybrid/compact and linear dual-pol SAR imagery. | Reza Shirvany, Marie Chabert, Jean-Yves Tourneret |
| 2011 | IGARSS | Nonlinear unmixing of hyperspectral images using radial basis functions and orthogonal least squares. | Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret, Steve McLaughlin |
| 2011 | IGARSS | A post nonlinear mixing model for hyperspectral images unmixing. | Yoann Altmann, Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2011 | IGARSS | Bivariate pearson distributions for remote sensing images. | Marie Chabert, Jean-Yves Tourneret |
| 2011 | IGARSS | Unmixing hyperspectral images using the generalized bilinear model. | Abderrahim Halimi, Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2011 | IGARSS | A new model for peaky altimetric waveforms. | Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Pierre Thibaut |
| 2010 | ICASSP | A hierarchical Bayesian model for frame representation. | Lotfi Chari, Jean-Christophe Pesquet, Jean-Yves Tourneret, Philippe Ciuciu, Amel Benazza-Benyahia |
| 2010 | ICASSP | A reversible-jump mcmc algorithm for estimating the number of endmembers in the normal compositional model application to the unmixing of hyperspectral images. | Olivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2010 | ICASSP | A partially collapsed Gibbs sampler for parameters with local constraints. | Georg Kail, Jean-Yves Tourneret, Franz Hlawatsch, Nicolas Dobigeon |
| 2010 | ICASSP | Maximum-likelihood estimation of the polarization degree from two multi-look intensity images. | Reza Shirvany, Marie Chabert, Florent Chatelain, Jean-Yves Tourneret |
| 2010 | ICIP | Estimation of the degree of polarization in dual-polarized SAR imagery. | Reza Shirvany, Marie Chabert, Jean-Yves Tourneret |
| 2010 | IGARSS | High resolution optical and sar image fusion for road database updating. | Vincent Poulain, Jordi Inglada, Marc Spigai, Jean-Yves Tourneret, Philippe Marthon |
| 2010 | IGARSS | Estimation of the degree of polarization in compact polarimetry. | Reza Shirvany, Marie Chabert, Jean-Yves Tourneret |
| 2010 | IGARSS | Shape classification of altimetric signals using anomaly detection and bayes decision rule. | Jean-Yves Tourneret, Corinne Mailhes, Jerome Severini, Pierre Thibaut |
| 2010 | IGARSS | Logistic regression for detecting changes between databases and remote sensing images. | Marie Chabert, Jean-Yves Tourneret, Vincent Poulain, Jordi Inglada |
| 2009 | ICASSP | Bayesian sparse image reconstruction for MRFM. | Nicolas Dobigeon, Alfred O. Hero III, Jean-Yves Tourneret |
| 2009 | ICASSP | Data-driven online variational filtering in wireless sensor networks. | Hichem Snoussi, Jean-Yves Tourneret, Petar M. Djuric, Cdric Richard |
| 2009 | IGARSS | Fusion of High Resolution Optical and SAR Images with Vector Data Bases for Change Detection. | Vincent Poulain, Jordi Inglada, Marc Spigai, Jean-Yves Tourneret, Philippe Marthon |
| 2009 | IGARSS | Similarity Measure between Vector Data Bases and Optical Images for Change Detection. | Jean-Yves Tourneret, Vincent Poulain, Marie Chabert, Jordi Inglada |
| 2008 | ACSSC | An affine combination of two NLMS adaptive filters - Transient mean-square analysis. | Jos Carlos M. Bermudez, Neil J. Bershad, Jean-Yves Tourneret |
| 2008 | ACSSC | Detection of variance changes and mean value jumps in measurement noise for multipath mitigation in urban navigation. | Mariana Spangenberg, Jean-Yves Tourneret, Vincent Calmettes, G. Duchateau |
| 2008 | ACSSC | Session MA7: Adaptive filtering: Theory and applications. | Jean-Yves Tourneret |
| 2008 | ICASSP | On performance bounds for an affine combination of two LMS adaptive filters. | Neil J. Bershad, Jos Carlos M. Bermudez, Jean-Yves Tourneret |
| 2008 | ICASSP | Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in internet traffic. | Florent Chatelain, Pierre Borgnat, Jean-Yves Tourneret, Patrice Abry |
| 2008 | ICASSP | Bayesian linear unmixing of hyperspectral images corrupted by colored Gaussian noise with unknown covariance matrix. | Nicolas Dobigeon, Jean-Yves Tourneret, Alfred O. Hero III |
| 2008 | ICASSP | Classification of GMSK signals with different bandwidths. | Anchalee Puengnim, Nathalie Thomas, Jean-Yves Tourneret, Herve Guillon |
| 2008 | IGARSS | Bayesian Estimation of Altimeter Echo Parameters. | Jerome Severini, Corinne Mailhes, Pierre Thibaut, Jean-Yves Tourneret |
| 2008 | IGARSS | Classification of Altimetric Signals using Linear Discriminant Analysis. | Jean-Yves Tourneret, Corinne Mailhes, Laba Amarouche, Nathalie Steunou |
| 2007 | ICASSP | Analysis of LMS Algorithm Behavior with Subspace Inputs. | Neil J. Bershad, Jos Carlos M. Bermudez, Jean-Yves Tourneret |
| 2007 | ICASSP | Bayesian Estimation of Covariance Matrices in Non-Homogeneous Environments. | Olivier Besson, Jean-Yves Tourneret, Stphanie Bidon |
| 2007 | ICASSP | Bivariate Gamma Distributions for Multisensor Sar Images. | Florent Chatelain, Jean-Yves Tourneret |
| 2007 | ICASSP | Spectral Unmixing of Hyperspectral Images using a Hierarchical Bayesian Model. | Nicolas Dobigeon, Jean-Yves Tourneret |
| 2007 | ICASSP | Multipath Estimation in the Global Positioning System for Multicorrelator Receivers. | Mariana Spangenberg, Audrey Giremus, Philippe Poir, Jean-Yves Tourneret |
| 2006 | ICASSP | Echo Cancellation - A Likelihood Ration Test for Double-Talk vs. Channel Change. | Neil J. Bershad, Jean-Yves Tourneret |
| 2006 | ICASSP | Parameter Estimation for Multivariate Mixed Poisson Distributions. | Florent Chatelain, Andr Ferrari, Jean-Yves Tourneret |
| 2006 | ICASSP | Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach. | Nicolas Dobigeon, Jean-Yves Tourneret, Manuel Davy |
| 2005 | ICASSP | Subband decomposition using multichannel AR spectral estimation. | David Bonacci, Corinne Mailhes, Jean-Yves Tourneret |
| 2005 | ICASSP | Joint detection/estimation of multipath effects for the Global Positioning System. | Audrey Giremus, Jean-Yves Tourneret |
| 2004 | ICASSP | Optimal wavelet for abrupt change detection in multiplicative noise. | Marie Chabert, Daniel Ruiz, Jean-Yves Tourneret |
| 2004 | ICASSP | Detection performance for discrete test statistics. Application to low-flux imagery. | Andr Ferrari, Jean-Yves Tourneret |
| 2004 | ICASSP | A Rao-Blackwellized particle filter for INS/GPS integration. | Audrey Giremus, Arnaud Doucet, Vincent Calmettes, Jean-Yves Tourneret |
| 2004 | ICASSP | Singular ARMA signals. | Bernard C. Picinbono, Jean-Yves Tourneret |
| 2003 | ICASSP | Hierarchical Bayesian segmentation of signals corrupted by multiplicative noise. | Jean-Yves Tourneret, S. Suparman, Michel Doisy |
| 2002 | ICASSP | Improved multiedge detection and reflectivity estimation for SAR images. | Marie Chabert, Franz Hlawatsch, Jean-Yves Tourneret |
| 2002 | ICASSP | Bayesian change detection for multi-temporal SAR images. | Martial Coulon, Jean-Yves Tourneret |
| 2002 | ICASSP | Hierarchical Bayesian classification of chirp signals. | Christian Doncarli, Manuel Davy, Jean-Yves Tourneret |
| 2002 | ICASSP | Changepoint detection using reversible jump MCMC methods. | S. Suparman, Michel Doisy, Jean-Yves Tourneret |
| 2002 | ICASSP | Changepoint detection in multivariate Poisson distributions. | Jean-Yves Tourneret, Andr Ferrari, Grard Letac |
| 2001 | ICASSP | Adaptive signal processing by particle filters and discounting of old measurements. | Petar M. Djuric, Jayesh H. Kotecha, Jean-Yves Tourneret, Stphane Lesage |
| 2001 | ICASSP | Classification of digital modulations by MCMC sampling. | Stphane Lesage, Jean-Yves Tourneret, Petar M. Djuric |
| 2001 | ICASSP | On-line model selection of nonstationary time series using Gerschgorin disks. | Patrice Michel, Jean-Yves Tourneret, Petar M. Djuric |
| 2000 | ICASSP | Supervised classification using MCMC methods. | Manuel Davy, Christian Doncarli, Jean-Yves Tourneret |
| 2000 | ICASSP | Cramer-Rao lower bounds for abrupt change parameters in additive and multiplicative noise. | Jean-Yves Tourneret, Andr Ferrari |
| 1999 | ICASSP | Multiple frequency estimation in additive and multiplicative colored noises. | Martial Coulon, Jean-Yves Tourneret |
| 1999 | ICASSP | Detection of extra solar planets using parametric modeling. | Andr Ferrari, Jean-Yves Tourneret, Franois-Xavier Schmider |
| 1998 | ICASSP | Detection of spectrally equivalent parametric processes using higher order statistics. | Martial Coulon, Jean-Yves Tourneret, Ananthram Swami |
| 1998 | ICASSP | Identification of bilinear systems using Bayesian inference. | Souad Meddeb, Jean-Yves Tourneret, Francis Castanie |
| 1998 | ICASSP | Bayesian estimation of abrupt changes contaminated by multiplicative noise using MCMC. | Jean-Yves Tourneret, Michel Doisy, Manuel Mazzei |
| 1997 | ICASSP | Spectral estimation of a Gaussian signal sampled with jitter. | Andr Ferrari, Jean-Yves Tourneret, Grard Alengrin |
| 1997 | ICASSP | Off-line detection and estimation of abrupt changes corrupted by multiplicative colored Gaussian noise. | Jean-Yves Tourneret, Marie Chabert |
| 1996 | ICASSP | Additive and multiplicative abrupt jump detection using the continuous wavelet transform. | Marie Chabert, Jean-Yves Tourneret, Francis Castanie |
| 1995 | ICASSP | Statistical study of reflection coefficients derived from a random AR process. | Jean-Yves Tourneret, Bernard Lacaze |