Contribution to the study of non-gaussian processes. - Jean-Yves Tourneret (Signal Process., 1993)

Statistical study of reflection coefficients derived from a random AR process. - Jean-Yves Tourneret; Bernard Lacaze (ICASSP, 1995)

On the statistics of estimated reflection and cepstrum coefficients of an autoregressive process. - Jean-Yves Tourneret; Bernard Lacaze (Signal Process., 1995)

Performance of an optimal multiplicative jump detector based on the continuous wavelet transform. - Marie Chabert; Jean-Yves Tourneret; Francis Castanie (EUSIPCO, 1996)

Line spectrum pairs in pattern recognition. - Jean-Yves Tourneret; Mounir Ghogho (EUSIPCO, 1996)

Detection and classification of noisy AR and ARMA processes. - Jean-Yves Tourneret; Karine Vareille; Martial Coulon (EUSIPCO, 1996)

Additive and multiplicative abrupt jump detection using the continuous wavelet transform. - Marie Chabert; Jean-Yves Tourneret; Francis Castanie (ICASSP, 1996)

MA blind identification based on order statistics application to binary-driven systems. - Jean-Yves Tourneret; Bernard Lacaze (Signal Process., 1996)

Spectral estimation of a Gaussian signal sampled with jitter. - André Ferrari; Jean-Yves Tourneret; Gérard Alengrin (ICASSP, 1997)

Off-line detection and estimation of abrupt changes corrupted by multiplicative colored Gaussian noise. - Jean-Yves Tourneret; Marie Chabert (ICASSP, 1997)

Normality of a non-linear transformation of AR parameters: Application to reflection and cepstrum coefficients. - Jean-Yves Tourneret (Signal Process., 1997)

An HOS based statistical test for multiplicative noise detection. - Martial Coulon; Jean-Yves Tourneret (EUSIPCO, 1998)

Detection of spectrally equivalent parametric processes using higher order statistics. - Martial Coulon; Jean-Yves Tourneret; Ananthram Swami (ICASSP, 1998)

Identification of bilinear systems using Bayesian inference. - Souad Meddeb; Jean-Yves Tourneret; Francis Castanie (ICASSP, 1998)

Bayesian estimation of abrupt changes contaminated by multiplicative noise using MCMC. - Jean-Yves Tourneret; Michel Doisy; Manuel Mazzei (ICASSP, 1998)

Detection and estimation of abrupt changes contaminated by multiplicative Gaussian noise. - Jean-Yves Tourneret (Signal Process., 1998)

Statistical properties of line spectrum pairs. - Jean-Yves Tourneret (Signal Process., 1998)

Multiple frequency estimation in additive and multiplicative colored noises. - Martial Coulon; Jean-Yves Tourneret (ICASSP, 1999)

Detection of extra solar planets using parametric modeling. - André Ferrari; Jean-Yves Tourneret; François-Xavier Schmider (ICASSP, 1999)

Detection and classification of spectrally equivalent processes using higher order statistics. - Martial Coulon; Jean-Yves Tourneret; Ananthram Swami (IEEE Trans. Signal Process., 1999)

Power-law time-scale contrast for abrupt change detection in multiplicative noise. - Marie Chabert; Jean-Yves Tourneret (EUSIPCO, 2000)

MAP and LS estimation of abrupt changes in multiplicative noise using dynamic programming. - Martial Coulon; Jean-Yves Tourneret (EUSIPCO, 2000)

Statistical analysis of a parametric model for photometric signals. - André Ferrari; Jean-Yves Tourneret (EUSIPCO, 2000)

Identification of nonlinear satellite mobile channels using Volterra filters. - Souad Meddeb; Jean-Yves Tourneret (EUSIPCO, 2000)

Supervised classification using MCMC methods. - Manuel Davy; Christian Doncarli; Jean-Yves Tourneret (ICASSP, 2000)

Cramer-Rao lower bounds for abrupt change parameters in additive and multiplicative noise. - Jean-Yves Tourneret; André Ferrari (ICASSP, 2000)

Time-scale analysis of abrupt changes corrupted by multiplicative noise. - Marie Chabert; Jean-Yves Tourneret; Francis Castanie (Signal Process., 2000)

Detection of multiplicative noise in stationary random processes using second- and higher order statistics. - Martial Coulon; Jean-Yves Tourneret; Ananthram Swami (IEEE Trans. Signal Process., 2000)

Adaptive signal processing by particle filters and discounting of old measurements. - Petar M. Djuric; Jayesh H. Kotecha; Jean-Yves Tourneret; Stéphane Lesage (ICASSP, 2001)

Classification of digital modulations by MCMC sampling. - Stéphane Lesage; Jean-Yves Tourneret; Petar M. Djuric (ICASSP, 2001)

On-line model selection of nonstationary time series using Gerschgorin disks. - Patrice Michel; Jean-Yves Tourneret; Petar M. Djuric (ICASSP, 2001)

Classification of Digital Modulations Using MCMC Methods. - Stéphane Lesage; Jean-Yves Tourneret; Petar M. Djuric (Monte Carlo Methods Appl., 2001)

Signal processing special issue on Markov Chain Monte Carlo (MCMC) methods for signal processing. - Jean-Yves Tourneret; Olivier Cappé (Signal Process., 2001)

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 (Signal Process., 2001)

Improved multiedge detection and reflectivity estimation for SAR images. - Marie Chabert; Franz Hlawatsch; Jean-Yves Tourneret (ICASSP, 2002)

Bayesian change detection for multi-temporal SAR images. - Martial Coulon; Jean-Yves Tourneret (ICASSP, 2002)

Hierarchical Bayesian classification of chirp signals. - Christian Doncarli; Manuel Davy; Jean-Yves Tourneret (ICASSP, 2002)

Changepoint detection using reversible jump MCMC methods. - S. Suparman; Michel Doisy; Jean-Yves Tourneret (ICASSP, 2002)

Changepoint detection in multivariate Poisson distributions. - Jean-Yves Tourneret; André Ferrari; Gérard Letac (ICASSP, 2002)

Parametric modeling of photometric signals. - André Ferrari; Jean-Yves Tourneret; Gérard Alengrin (Signal Process., 2002)

Classification of chirp signals using hierarchical Bayesian learning and MCMC methods. - Manuel Davy; Christian Doncarli; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2002)

Hierarchical Bayesian segmentation of signals corrupted by multiplicative noise. - Jean-Yves Tourneret; S. Suparman; Michel Doisy (ICASSP (6), 2003)

Bayesian off-line detection of multiple change-points corrupted by multiplicative noise: application to SAR image edge detection. - Jean-Yves Tourneret; Michel Doisy; Marc Lavielle (Signal Process., 2003)

Multivariate mixed poisson distributions. - André Ferrari; Gérard Letac; Jean-Yves Tourneret (EUSIPCO, 2004)

Nonlinear filtering approaches for INS/GPS integration. - Audrey Giremus; Arnaud Doucet; Anne-Christine Escher; Jean-Yves Tourneret (EUSIPCO, 2004)

Optimal wavelet for abrupt change detection in multiplicative noise. - Marie Chabert; Daniel Ruiz 002; Jean-Yves Tourneret (ICASSP (2), 2004)

Detection performance for discrete test statistics. Application to low-flux imagery. - André Ferrari; Jean-Yves Tourneret (ICASSP (2), 2004)

A Rao-Blackwellized particle filter for INS/GPS integration. - Audrey Giremus; Arnaud Doucet; Vincent Calmettes; Jean-Yves Tourneret (ICASSP (3), 2004)

Singular ARMA signals. - Bernard C. Picinbono; Jean-Yves Tourneret (ICASSP (2), 2004)

Group Size Estimation for Hybrid Satellite/Terrestrial Reliable Multicast. - Florestan de Belleville; Laurent Dairaine; Christian Fraboul; Jean-Yves Tourneret (Broadband Satellite Comunication Systems, 2004)

Cramer-Rao lower bounds for change points in additive and multiplicative noise. - Jean-Yves Tourneret; André Ferrari; Ananthram Swami (Signal Process., 2004)

Subband decomposition using multichannel AR spectral estimation. - David Bonacci; Corinne Mailhes; Jean-Yves Tourneret (ICASSP (4), 2005)

Joint detection/estimation of multipath effects for the Global Positioning System. - Audrey Giremus; Jean-Yves Tourneret (ICASSP (4), 2005)

Singular random signals. - Bernard C. Picinbono; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2005)

Parameter estimation for multivariate gamma distributions. - Florent Chatelain; Jean-Yves Tourneret; Jordi Inglada; André Ferrari (EUSIPCO, 2006)

A comparison of soft and hard decision-directed feedforward phase estimators. - Mathieu Dervin; Marie-Laure Boucheret; Jean-Yves Tourneret (EUSIPCO, 2006)

Joint segmentation of multivariate Poissonian time series. Application to burst and transient source experiments. - Nicolas Dobigeon; Jean-Yves Tourneret; Jeffrey D. Scargle (EUSIPCO, 2006)

Controlling particle filter regularization for GPS/INS hybridization. - Audrey Giremus; Jean-Yves Tourneret (EUSIPCO, 2006)

Digital modulation classification in flat-fading channels. - Anchalee Puengnim; Nathalie Thomas; Jean-Yves Tourneret (EUSIPCO, 2006)

Echo Cancellation - A Likelihood Ration Test for Double-Talk vs. Channel Change. - Neil J. Bershad; Jean-Yves Tourneret (ICASSP (3), 2006)

Parameter Estimation for Multivariate Mixed Poisson Distributions. - Florent Chatelain; André Ferrari; Jean-Yves Tourneret (ICASSP (3), 2006)

Echo Cancellation - A Likelihood Ratio Test for Double-Talk Versus Channel Change. - Neil J. Bershad; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2006)

Fusion of GPS, INS and odometric data for automotive navigation. - Mariana Spangenberg; Vincent Calmettes; Jean-Yves Tourneret (EUSIPCO, 2007)

Analysis of LMS Algorithm Behavior with Subspace Inputs. - Neil J. Bershad; José Carlos M. Bermudez; Jean-Yves Tourneret (ICASSP (3), 2007)

Bayesian Estimation of Covariance Matrices in Non-Homogeneous Environments. - Olivier Besson; Jean-Yves Tourneret; Stéphanie Bidon (ICASSP (3), 2007)

Bivariate Gamma Distributions for Multisensor Sar Images. - Florent Chatelain; Jean-Yves Tourneret (ICASSP (3), 2007)

Spectral Unmixing of Hyperspectral Images using a Hierarchical Bayesian Model. - Nicolas Dobigeon; Jean-Yves Tourneret (ICASSP (3), 2007)

Multipath Estimation in the Global Positioning System for Multicorrelator Receivers. - Mariana Spangenberg; Audrey Giremus; Philippe Poiré; Jean-Yves Tourneret (ICASSP (3), 2007)

Joint segmentation of wind speed and direction using a hierarchical model. - Nicolas Dobigeon; Jean-Yves Tourneret (Comput. Stat. Data Anal., 2007)

Knowledge-Aided Bayesian Detection in Heterogeneous Environments. - Olivier Besson; Jean-Yves Tourneret; Stéphanie Bidon (IEEE Signal Process. Lett., 2007)

Bivariate Gamma Distributions for Image Registration and Change Detection. - Florent Chatelain; Jean-Yves Tourneret; Jordi Inglada; André Ferrari (IEEE Trans. Image Process., 2007)

Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach. - Nicolas Dobigeon; Jean-Yves Tourneret; Manuel Davy (IEEE Trans. Signal Process., 2007)

Joint Segmentation of Multivariate Astronomical Time Series: Bayesian Sampling With a Hierarchical Model. - Nicolas Dobigeon; Jean-Yves Tourneret; Jeffrey D. Scargle (IEEE Trans. Signal Process., 2007)

A Particle Filtering Approach for Joint Detection/Estimation of Multipath Effects on GPS Measurements. - Audrey Giremus; Jean-Yves Tourneret; Vincent Calmettes (IEEE Trans. Signal Process., 2007)

An affine combination of two NLMS adaptive filters - Transient mean-square analysis. - José Carlos M. Bermudez; Neil J. Bershad; Jean-Yves Tourneret (ACSCC, 2008)

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 (ACSCC, 2008)

Session MA7: Adaptive filtering: Theory and applications. - Jean-Yves Tourneret (ACSCC, 2008)

Cramér-Rao bounds for radar altimeter waveforms. - Corinne Mailhes; Jean-Yves Tourneret; Jerome Severini; Pierre Thibaut (EUSIPCO, 2008)

Classification of linear and nonlinear modulations using the Baum-Welch algorithm. - Anchalee Puengnim; Nathalie Thomas; Jean-Yves Tourneret; Josep Vidal (EUSIPCO, 2008)

On performance bounds for an affine combination of two LMS adaptive filters. - Neil J. Bershad; José Carlos M. Bermudez; Jean-Yves Tourneret (ICASSP, 2008)

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 (ICASSP, 2008)

Bayesian linear unmixing of hyperspectral images corrupted by colored Gaussian noise with unknown covariance matrix. - Nicolas Dobigeon; Jean-Yves Tourneret; Alfred O. Hero III (ICASSP, 2008)

Classification of GMSK signals with different bandwidths. - Anchalee Puengnim; Nathalie Thomas; Jean-Yves Tourneret; Herve Guillon (ICASSP, 2008)

Bayesian Estimation of Altimeter Echo Parameters. - Jerome Severini; Corinne Mailhes; Pierre Thibaut; Jean-Yves Tourneret (IGARSS (3), 2008)

Classification of Altimetric Signals using Linear Discriminant Analysis. - Jean-Yves Tourneret; Corinne Mailhes; Laïba Amarouche; Nathalie Steunou (IGARSS (3), 2008)

The Adaptive Coherence Estimator is the Generalized Likelihood Ratio Test for a Class of Heterogeneous Environments. - Stéphanie Bidon; Olivier Besson; Jean-Yves Tourneret (IEEE Signal Process. Lett., 2008)

Change Detection in Multisensor SAR Images Using Bivariate Gamma Distributions. - Florent Chatelain; Jean-Yves Tourneret; Jordi Inglada (IEEE Trans. Image Process., 2008)

Stochastic Analysis of the LMS Algorithm for System Identification With Subspace Inputs. - Neil J. Bershad; José Carlos M. Bermudez; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2008)

An Affine Combination of Two LMS Adaptive Filters - Transient Mean-Square Analysis. - Neil J. Bershad; José Carlos M. Bermudez; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2008)

Covariance Matrix Estimation With Heterogeneous Samples. - Olivier Besson; Stéphanie Bidon; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2008)

Bounds for Estimation of Covariance Matrices From Heterogeneous Samples. - Olivier Besson; Stéphanie Bidon; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2008)

A Bayesian Approach to Adaptive Detection in Nonhomogeneous Environments. - Stéphanie Bidon; Olivier Besson; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2008)

Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery. - Nicolas Dobigeon; Jean-Yves Tourneret; Chein-I Chang (IEEE Trans. Signal Process., 2008)

Outage mitigation for GNSS/MEMS navigation using neural networks. - J.-R. De Boer; Vincent Calmettes; Jean-Yves Tourneret; B. Lesot (EUSIPCO, 2009)

Bayesian sparse image reconstruction for MRFM. - Nicolas Dobigeon; Alfred O. Hero III; Jean-Yves Tourneret (ICASSP, 2009)

Data-driven online variational filtering in wireless sensor networks. - Hichem Snoussi; Jean-Yves Tourneret; Petar M. Djuric; Cédric Richard (ICASSP, 2009)

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 (IGARSS (4), 2009)

Similarity Measure between Vector Data Bases and Optical Images for Change Detection. - Jean-Yves Tourneret; Vincent Poulain; Marie Chabert; Jordi Inglada (IGARSS (2), 2009)

An NCM-based Bayesian algorithm for hyperspectral unmixing. - Olivier Eches; Nicolas Dobigeon; Jean-Yves Tourneret (WHISPERS, 2009)

Joint Particle Filter and UKF Position Tracking in Severe Non-Line-of-Sight Situations. - Jose M. Huerta; Josep Vidal; Audrey Giremus; Jean-Yves Tourneret (IEEE J. Sel. Top. Signal Process., 2009)

Introduction to the Issue on Advanced Signal Processing for GNSS and Robust Navigation. - Mohamed Sahmoudi; Dorota A. Grejner-Brzezinska; Fredrik Gustafsson; Gérard Lachapelle; René Landry; Jean-Yves Tourneret (IEEE J. Sel. Top. Signal Process., 2009)

Pairwise likelihood estimation for multivariate mixed Poisson models generated by Gamma intensities. - Florent Chatelain; Sophie Lambert-Lacroix; Jean-Yves Tourneret (Stat. Comput., 2009)

Bayesian separation of spectral sources under non-negativity and full additivity constraints. - Nicolas Dobigeon; Saïd Moussaoui; Jean-Yves Tourneret; Cédric Carteret (Signal Process., 2009)

Hierarchical Bayesian Sparse Image Reconstruction With Application to MRFM. - Nicolas Dobigeon; Alfred O. Hero III; Jean-Yves Tourneret (IEEE Trans. Image Process., 2009)

Joint Bayesian endmember extraction and linear unmixing for hyperspectral imagery. - Nicolas Dobigeon; Saïd Moussaoui; Martial Coulon; Jean-Yves Tourneret; Alfred O. Hero III (IEEE Trans. Signal Process., 2009)

Echo Cancellation - The Generalized Likelihood Ratio Test For Double-Talk Versus Channel Change. - Jean-Yves Tourneret; Neil J. Bershad; José Carlos M. Bermudez (IEEE Trans. Signal Process., 2009)

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 (ICASSP, 2010)

A partially collapsed Gibbs sampler for parameters with local constraints. - Georg Kail; Jean-Yves Tourneret; Franz Hlawatsch; Nicolas Dobigeon (ICASSP, 2010)

Maximum-likelihood estimation of the polarization degree from two multi-look intensity images. - Reza Shirvany; Marie Chabert; Florent Chatelain; Jean-Yves Tourneret (ICASSP, 2010)

Estimation of the degree of polarization in dual-polarized SAR imagery. - Reza Shirvany; Marie Chabert; Jean-Yves Tourneret (ICIP, 2010)

Logistic regression for detecting changes between databases and remote sensing images. - Marie Chabert; Jean-Yves Tourneret; Vincent Poulain; Jordi Inglada (IGARSS, 2010)

High resolution optical and sar image fusion for road database updating. - Vincent Poulain; Jordi Inglada; Marc Spigai; Jean-Yves Tourneret; Philippe Marthon (IGARSS, 2010)

Estimation of the degree of polarization in compact polarimetry. - Reza Shirvany; Marie Chabert; Jean-Yves Tourneret (IGARSS, 2010)

Shape classification of altimetric signals using anomaly detection and bayes decision rule. - Jean-Yves Tourneret; Corinne Mailhes; Jerome Severini; Pierre Thibaut (IGARSS, 2010)

Markov random fields for joint unmixing and segmentation of hyperspectral images. - Olivier Eches; Nicolas Dobigeon; Jean-Yves Tourneret (WHISPERS, 2010)

Estimating the Number of Endmembers in Hyperspectral Images Using the Normal Compositional Model and a Hierarchical Bayesian Algorithm. - Olivier Eches; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE J. Sel. Top. Signal Process., 2010)

Generative Supervised Classification Using Dirichlet Process Priors. - Manuel Davy; Jean-Yves Tourneret (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Classification of linear and non-linear modulations using the Baum-Welch algorithm and MCMC methods. - Anchalee Puengnim; Nathalie Thomas; Jean-Yves Tourneret; Josep Vidal (Signal Process., 2010)

P- and T-Wave Delineation in ECG Signals Using a Bayesian Approach and a Partially Collapsed Gibbs Sampler. - Chao Lin; Corinne Mailhes; Jean-Yves Tourneret (IEEE Trans. Biomed. Eng., 2010)

Algorithmes bayésiens pour le démélange supervisé, semi-supervisé et non-supervisé d'images hyperspectrales. - Nicolas Dobigeon; Saïd Moussaoui; Martial Coulon; Jean-Yves Tourneret; Alfred O. Hero III (Traitement du Signal, 2010)

Bayesian Estimation of Linear Mixtures Using the Normal Compositional Model. Application to Hyperspectral Imagery. - Olivier Eches; Nicolas Dobigeon; Corinne Mailhes; Jean-Yves Tourneret (IEEE Trans. Image Process., 2010)

A hierarchical Bayesian model for frame representation. - Lotfi Chaâri; Jean-Christophe Pesquet; Jean-Yves Tourneret; Philippe Ciuciu; Amel Benazza-Benyahia (IEEE Trans. Signal Process., 2010)

Bayesian orthogonal component analysis for sparse representation. - Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2010)

A Fixed-Lag Particle Filter for the Joint Detection/Compensation of Interference Effects in GPS Navigation. - Audrey Giremus; Jean-Yves Tourneret; Arnaud Doucet (IEEE Trans. Signal Process., 2010)

Bayesian estimation of a subspace. - Olivier Besson; Nicolas Dobigeon; Jean-Yves Tourneret (ACSCC, 2011)

ECG denoising using a dynamical model and a marginalized particle filter. - Chao Lin; Mónica F. Bugallo; Corinne Mailhes; Jean-Yves Tourneret (ACSCC, 2011)

Clutter rejection for MTI radar using a single antenna and a long integration time. - Philippe Goy; François Vincent; Jean-Yves Tourneret (CAMSAP, 2011)

Bayesian compressed sensing in ultrasound imaging. - Celine Quinsac; Nicolas Dobigeon; Adrian Basarab; Denis Kouame; Jean-Yves Tourneret (CAMSAP, 2011)

T-wave alternans detection using a Bayesian approach and a Gibbs sampler. - Chao Lin; Corinne Mailhes; Jean-Yves Tourneret (EMBC, 2011)

Steady-state behavior and design of the Gaussian KLMS algorithm. - Wemerson Delcio Parreira; José Carlos M. Bermudez; Cédric Richard; Jean-Yves Tourneret (EUSIPCO, 2011)

Segmentation of ultrasound images using a spatially coherent generalized Rayleigh mixture model. - Marcelo Pereyra; Nicolas Dobigeon; Hadj Batatia; Jean-Yves Tourneret (EUSIPCO, 2011)

Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery. - Yoann Altmann; Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret (ICASSP, 2011)

A Bernoulli-Gaussian model for gene factor analysis. - Cecile Bazot; Nicolas Dobigeon; Jean-Yves Tourneret; Alfred O. Hero III (ICASSP, 2011)

Variational methods for spectral unmixing of hyperspectral images. - Olivier Eches; Nicolas Dobigeon; Jean-Yves Tourneret; Hichem Snoussi (ICASSP, 2011)

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 (ICASSP, 2011)

Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model. - Marcelo Pereyra; Nicolas Dobigeon; Hadj Batatia; Jean-Yves Tourneret (ICASSP, 2011)

Spectral estimation of migrating targets in wideband radar. - Francois Deudon; Stéphanie Bidon; Olivier Besson; Jean-Yves Tourneret (DSP, 2011)

Nonlinear unmixing of hyperspectral images using radial basis functions and orthogonal least squares. - Yoann Altmann; Nicolas Dobigeon; Jean-Yves Tourneret; Steve McLaughlin 001 (IGARSS, 2011)

A post nonlinear mixing model for hyperspectral images unmixing. - Yoann Altmann; Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret (IGARSS, 2011)

Bivariate pearson distributions for remote sensing images. - Marie Chabert; Jean-Yves Tourneret (IGARSS, 2011)

Unmixing hyperspectral images using the generalized bilinear model. - Abderrahim Halimi; Yoann Altmann; Nicolas Dobigeon; Jean-Yves Tourneret (IGARSS, 2011)

A new model for peaky altimetric waveforms. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Pierre Thibaut (IGARSS, 2011)

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 (IGARSS, 2011)

Bilinear models for nonlinear unmixing of hyperspectral images. - Yoann Altmann; Nicolas Dobigeon; Jean-Yves Tourneret (WHISPERS, 2011)

Joint spectral classification and unmixing using adaptative pixel neighborhoods. - Olivier Eches; Jón Atli Benediktsson; Nicolas Dobigeon; Jean-Yves Tourneret (WHISPERS, 2011)

Stochastic analysis of an error power ratio scheme applied to the affine combination of two LMS adaptive filters. - José Carlos M. Bermudez; Neil J. Bershad; Jean-Yves Tourneret (Signal Process., 2011)

Knowledge-Aided STAP in Heterogeneous Clutter using a Hierarchical Bayesian Algorithm. - Stéphanie Bidon; Olivier Besson; Jean-Yves Tourneret (IEEE Trans. Aerosp. Electron. Syst., 2011)

Synthèse des traitements STAP pour la détection en environnement hétérogène. - Stéphanie Bidon; Olivier Besson; Jean-Yves Tourneret (Traitement du Signal, 2011)

Enhancing Hyperspectral Image Unmixing With Spatial Correlations. - Olivier Eches; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Geosci. Remote. Sens., 2011)

Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model. - Abderrahim Halimi; Yoann Altmann; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Geosci. Remote. Sens., 2011)

High-Resolution Optical and SAR Image Fusion for Building Database Updating. - Vincent Poulain; Jordi Inglada; Marc Spigai; Jean-Yves Tourneret; Philippe Marthon (IEEE Trans. Geosci. Remote. Sens., 2011)

Minimum Mean Square Distance Estimation of a Subspace. - Olivier Besson; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2011)

Bayesian linear unmixing of time-evolving gene expression data using a hidden Markov model. - Cecile Bazot; Nicolas Dobigeon; Jean-Yves Tourneret; Alfred O. Hero III (EUSIPCO, 2012)

Regularized Bayesian compressed sensing in ultrasound imaging. - Nicolas Dobigeon; Adrian Basarab; Denis Kouame; Jean-Yves Tourneret (EUSIPCO, 2012)

Beat-to-beat P and T wave delineation in ECG signals using a marginalized particle filter. - Chao Lin; Audrey Giremus; Corinne Mailhes; Jean-Yves Tourneret (EUSIPCO, 2012)

Interference mitigation and error correction method for AIS signals received by satellite. - Raoul Prévost; Martial Coulon; David Bonacci; Julia LeMaitre; Jean-Pierre Millerioux; Jean-Yves Tourneret (EUSIPCO, 2012)

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 (FUSION, 2012)

Unsupervised nonlinear unmixing of hyperspectral images using Gaussian processes. - Yoann Altmann; Nicolas Dobigeon; Steve McLaughlin 001; Jean-Yves Tourneret (ICASSP, 2012)

Bayesian subspace estimation using CS decomposition. - Olivier Besson; Nicolas Dobigeon; Jean-Yves Tourneret (ICASSP, 2012)

Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions. - Lionel Bombrun; Frédéric Pascal 001; Jean-Yves Tourneret; Yannick Berthoumieu (ICASSP, 2012)

Prediction of rain attenuation series based on discretized spectral model. - Jie Chen 022; Cédric Richard; Paul Honeine; Jean-Yves Tourneret (IGARSS, 2012)

Detecting nonlinear mixtures in hyperspectral images. - Yoann Altmann; Nicolas Dobigeon; Jean-Yves Tourneret (WHISPERS, 2012)

Ship and Oil-Spill Detection Using the Degree of Polarization in Linear and Hybrid/Compact Dual-Pol SAR. - Reza Shirvany; Marie Chabert; Jean-Yves Tourneret (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Supervised Nonlinear Spectral Unmixing Using a Postnonlinear Mixing Model for Hyperspectral Imagery. - Yoann Altmann; Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Image Process., 2012)

Segmentation of Skin Lesions in 2-D and 3-D Ultrasound Images Using a Spatially Coherent Generalized Rayleigh Mixture Model. - Marcelo Pereyra; Nicolas Dobigeon; Hadj Batatia; Jean-Yves Tourneret (IEEE Trans. Medical Imaging, 2012)

CS Decomposition Based Bayesian Subspace Estimation. - Olivier Besson; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2012)

Blind Deconvolution of Sparse Pulse Sequences Under a Minimum Distance Constraint: A Partially Collapsed Gibbs Sampler Method. - Georg Kail; Jean-Yves Tourneret; Franz Hlawatsch; Nicolas Dobigeon (IEEE Trans. Signal Process., 2012)

Stochastic Behavior Analysis of the Gaussian Kernel Least-Mean-Square Algorithm. - Wemerson Delcio Parreira; José Carlos M. Bermudez; Cédric Richard; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2012)

On an iterative method for direction of arrival estimation using multiple frequencies. - Fredrik Andersson; Marcus Carlsson; Jean-Yves Tourneret; Herwig Wendt (CAMSAP, 2013)

Performance of TOA and FOA-based localization for Cospas-Sarsat search and rescue signals. - Victor Bissoli Nicolau; Martial Coulon; Yoan Gregoire; Thibaud Calmettes; Jean-Yves Tourneret (CAMSAP, 2013)

Hybrid sparse regularization for magnetic resonance spectroscopy. - Andrea Laruelo; Lotfi Chaâri; Hadj Batatia; Soléakhéna Ken; Benjamin Rowland; Anne Laprie; Jean-Yves Tourneret (EMBC, 2013)

Bayesian unsupervised unmixing of hyperspectral images using a post-nonlinear model. - Yoann Altmann; Nicolas Dobigeon; Jean-Yves Tourneret (EUSIPCO, 2013)

Frequency estimation based on Hankel matrices and the alternating direction method of multipliers. - Fredrik Andersson; Marcus Carlsson; Jean-Yves Tourneret; Herwig Wendt (EUSIPCO, 2013)

Sparse Bayesian regularization using Bernoulli-Laplacian priors. - Lotfi Chaâri; Jean-Yves Tourneret; Hadj Batatia (EUSIPCO, 2013)

Cramér-Rao bounds and estimation algorithms for delay/Doppler and conventional altimetry. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret (EUSIPCO, 2013)

Ship localization using ais signals received by satellites. - Raoul Prévost; Martial Coulon; Philippe Paimblanc; Julia LeMaitre; Jean-Pierre Millerioux; Jean-Yves Tourneret (EUSIPCO, 2013)

A robust test for nonlinear mixture detection in hyperspectral images. - Yoann Altmann; Nicolas Dobigeon; Jean-Yves Tourneret; José Carlos M. Bermudez (ICASSP, 2013)

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 (ICASSP, 2013)

Joint phase-recovery and demodulation-decoding of AIS signals received by satellite. - Raoul Prévost; Martial Coulon; David Bonacci; Julia LeMaitre; Jean-Pierre Millerioux; Jean-Yves Tourneret (ICASSP, 2013)

Bayesian estimation for the multifractality parameter. - Herwig Wendt; Nicolas Dobigeon; Jean-Yves Tourneret; Patrice Abry (ICASSP, 2013)

Nonlinear hyperspectral unmixing using Gaussian processes. - Yoann Altmann; Nicolas Dobigeon; Jean-Yves Tourneret; Steve McLaughlin 001 (WHISPERS, 2013)

Unsupervised Bayesian linear unmixing of gene expression microarrays. - Cecile Bazot; Nicolas Dobigeon; Jean-Yves Tourneret; Aimee K. Zaas; Geoffrey S. Ginsburg; Alfred O. Hero III (BMC Bioinform., 2013)

Cyclic redundancy check-based detection algorithms for automatic identification system signals received by satellite. - Raoul Prévost; Martial Coulon; David Bonacci; Julia LeMaitre; Jean-Pierre Millerioux; Jean-Yves Tourneret (Int. J. Satell. Commun. Netw., 2013)

Velocity Dealiased Spectral Estimators of Range Migrating Targets using a Single Low-PRF Wideband Waveform. - Francois Deudon; Stéphanie Bidon; Olivier Besson; Jean-Yves Tourneret (IEEE Trans. Aerosp. Electron. Syst., 2013)

Parameter Estimation for Peaky Altimetric Waveforms. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Pierre Thibaut; Francois Boy (IEEE Trans. Geosci. Remote. Sens., 2013)

Estimation of the Degree of Polarization for Hybrid/Compact and Linear Dual-Pol SAR Intensity Images: Principles and Applications. - Reza Shirvany; Marie Chabert; Jean-Yves Tourneret (IEEE Trans. Geosci. Remote. Sens., 2013)

Nonlinearity Detection in Hyperspectral Images Using a Polynomial Post-Nonlinear Mixing Model. - Yoann Altmann; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Image Process., 2013)

Adaptive Markov Random Fields for Joint Unmixing and Segmentation of Hyperspectral Images. - Olivier Eches; Jón Atli Benediktsson; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Image Process., 2013)

Estimating the Granularity Coefficient of a Potts-Markov Random Field Within a Markov Chain Monte Carlo Algorithm. - Marcelo Pereyra; Nicolas Dobigeon; Hadj Batatia; Jean-Yves Tourneret (IEEE Trans. Image Process., 2013)

Parameter Estimation For Multivariate Generalized Gaussian Distributions. - Frédéric Pascal 001; Lionel Bombrun; Jean-Yves Tourneret; Yannick Berthoumieu (IEEE Trans. Signal Process., 2013)

Nonlinear Spectral Unmixing of Hyperspectral Images Using Gaussian Processes. - Yoann Altmann; Nicolas Dobigeon; Steve McLaughlin 001; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2013)

Model selection for hemodynamic brain parcellation in FMRI. - Mohanad Albughdadi; Lotfi Chaâri; Florence Forbes; Jean-Yves Tourneret; Philippe Ciuciu (EUSIPCO, 2014)

Exploiting time and frequency information for Delay/Doppler altimetry. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Thomas Moreau 002; Francois Boy (EUSIPCO, 2014)

Fusion of multispectral and hyperspectral images based on sparse representation. - Qi Wei 002; José M. Bioucas-Dias; Nicolas Dobigeon; Jean-Yves Tourneret (EUSIPCO, 2014)

A Marginalized Likelihood Ratio Approach for detecting and estimating multipath biases on GNSS measurements. - Cheng Cheng; Jean-Yves Tourneret; Quan Pan 001; Vincent Calmettes (FUSION, 2014)

Residual component analysis of hyperspectral images for joint nonlinear unmixing and nonlinearity detection. - Yoann Altmann; Nicolas Dobigeon; Steve McLaughlin 001; Jean-Yves Tourneret (ICASSP, 2014)

A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization. - Lotfi Chaâri; Hadj Batatia; Nicolas Dobigeon; Jean-Yves Tourneret (ICASSP, 2014)

Detection of nonlinear mixtures using Gaussian processes: Application to hyperspectral imaging. - Tales Imbiriba; José C. M. Bermudez; Jean-Yves Tourneret; Cédric Richard (ICASSP, 2014)

A multivariate statistical model for multiple images acquired by homogeneous or heterogeneous sensors. - Jorge Prendes; Marie Chabert; Frédéric Pascal 001; Alain Giros; Jean-Yves Tourneret (ICASSP, 2014)

Partial CRC-assisted error correction of AIS signals received by satellite. - Raoul Prévost; Martial Coulon; David Bonacci; Julia LeMaitre; Jean-Pierre Millerioux; Jean-Yves Tourneret (ICASSP, 2014)

Bayesian fusion of hyperspectral and multispectral images. - Qi Wei 002; Nicolas Dobigeon; Jean-Yves Tourneret (ICASSP, 2014)

Bayesian fusion of multispectral and hyperspectral images with unknown sensor spectral response. - Qi Wei 002; Nicolas Dobigeon; Jean-Yves Tourneret (ICIP, 2014)

Restoration of ultrasound images using a hierarchical Bayesian model with a generalized Gaussian prior. - Ningning Zhao; Adrian Basarab; Denis Kouame; Jean-Yves Tourneret (ICIP, 2014)

A generalized semi-analytical model for delay/Doppler altimetry. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Francois Boy; Thomas Moreau 002 (IGARSS, 2014)

Maximum marginal likelihood estimation of the granularity coefficient of a Potts-Markov random field within an MCMC algorithm. - Marcelo Pereyra; Nick Whiteley; Christophe Andrieu; Jean-Yves Tourneret (SSP, 2014)

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). - Laurent Jacques; Christophe De Vleeschouwer; Yannick Boursier; Prasad Sudhakar; C. De Mol; Aleksandra Pizurica; Sandrine Anthoine; Pierre Vandergheynst; Pascal Frossard; Cagdas Bilen; Srdan Kitic; Nancy Bertin; et al. (CoRR, 2014)

Sequential beat-to-beat P and T wave delineation and waveform estimation in ECG signals: Block Gibbs sampler and marginalized particle filter. - Chao Lin; Georg Kail; Audrey Giremus; Corinne Mailhes; Jean-Yves Tourneret; Franz Hlawatsch (Signal Process., 2014)

Computing the Cramer-Rao Bound of Markov Random Field Parameters: Application to the Ising and the Potts Models. - Marcelo Pereyra; Nicolas Dobigeon; Hadj Batatia; Jean-Yves Tourneret (IEEE Signal Process. Lett., 2014)

Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms. - Nicolas Dobigeon; Jean-Yves Tourneret; Cédric Richard; José C. M. Bermudez; Steve McLaughlin 001; Alfred O. Hero III (IEEE Signal Process. Mag., 2014)

Bayesian sparse estimation of migrating targets for wideband radar. - Stéphanie Bidon; Jean-Yves Tourneret; Laurent Savy; Francois Le Chevalier (IEEE Trans. Aerosp. Electron. Syst., 2014)

A Semi-Analytical Model for Delay/Doppler Altimetry and Its Estimation Algorithm. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Pierre Thibaut; Francois Boy (IEEE Trans. Geosci. Remote. Sens., 2014)

Residual Component Analysis of Hyperspectral Images - Application to Joint Nonlinear Unmixing and Nonlinearity Detection. - Yoann Altmann; Nicolas Dobigeon; Steve McLaughlin 001; Jean-Yves Tourneret (IEEE Trans. Image Process., 2014)

Unsupervised Post-Nonlinear Unmixing of Hyperspectral Images Using a Hamiltonian Monte Carlo Algorithm. - Yoann Altmann; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Image Process., 2014)

A New Frequency Estimation Method for Equally and Unequally Spaced Data. - Fredrik Andersson; Marcus Carlsson; Jean-Yves Tourneret; Herwig Wendt (IEEE Trans. Signal Process., 2014)

A method for 3D direction of arrival estimation for general arrays using multiple frequencies. - Fredrik Andersson; Marcus Carlsson; Jean-Yves Tourneret; Herwig Wendt (CAMSAP, 2015)

EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler. - Facundo Costa; Hadj Batatia; Thomas Oberlin; Jean-Yves Tourneret (CAMSAP, 2015)

Fuse: A fast multi-band image fusion algorithm. - Qi Wei 002; Nicolas Dobigeon; Jean-Yves Tourneret (CAMSAP, 2015)

Bayesian parameter estimation for asymmetric power distributions. - Alexandre Baussard; Jean-Yves Tourneret (EUSIPCO, 2015)

Sparse signal recovery using a Bernoulli generalized Gaussian prior. - Lotfi Chaâri; Jean-Yves Tourneret; Caroline Chaux (EUSIPCO, 2015)

Bayesian estimation of the multifractality parameter for images via a closed-form Whittle likelihood. - Sébastien Combrexelle; Herwig Wendt; Jean-Yves Tourneret; Patrice Abry; Stephen McLaughlin 001 (EUSIPCO, 2015)

Unmixing multitemporal hyperspectral images accounting for endmember variability. - Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret; Steve McLaughlin 001; Paul Honeine (EUSIPCO, 2015)

Band selection in RKHS for fast nonlinear unmixing of hyperspectral images. - Tales Imbiriba; José Carlos M. Bermudez; Cédric Richard; Jean-Yves Tourneret (EUSIPCO, 2015)

A perturbed linear mixing model accounting for spectral variability. - Pierre-Antoine Thouvenin; Nicolas Dobigeon; Jean-Yves Tourneret (EUSIPCO, 2015)

A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation. - Sébastien Combrexelle; Herwig Wendt; Patrice Abry; Nicolas Dobigeon; Stephen McLaughlin 001; Jean-Yves Tourneret (ICASSP, 2015)

A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability. - Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret; Paul Honeine (ICASSP, 2015)

Nonlinear regression using smooth Bayesian estimation. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret (ICASSP, 2015)

Change detection for optical and radar images using a Bayesian nonparametric model coupled with a Markov random field. - Jorge Prendes; Marie Chabert; Frédéric Pascal 001; Alain Giros; Jean-Yves Tourneret (ICASSP, 2015)

Joint Bayesian deconvolution and pointspread function estimation for ultrasound imaging. - Ningning Zhao; Adrian Basarab; Denis Kouame; Jean-Yves Tourneret (ISBI, 2015)

Hyperspectral image analysis using multifractal attributes. - Sébastien Combrexelle; Herwig Wendt; Jean-Yves Tourneret; Stephen McLaughlin 001; Patrice Abry (WHISPERS, 2015)

Hyperspectral unmixing accounting for spatial correlations and endmember variability. - Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret; Paul Honeine (WHISPERS, 2015)

Bayesian fusion of multispectral and hyperspectral images using a block coordinate descent method. - Qi Wei 002; Nicolas Dobigeon; Jean-Yves Tourneret (WHISPERS, 2015)

Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach. - Abderrahim Halimi; Paul Honeine; Malika Kharouf; Cédric Richard; Jean-Yves Tourneret (CoRR, 2015)

Hyperspectral pansharpening: a review. - Laëtitia Loncan; Luís B. Almeida; José M. Bioucas-Dias; Xavier Briottet; Jocelyn Chanussot; Nicolas Dobigeon; Sophie Fabre; Wenzhi Liao; Giorgio A. Licciardi; Miguel Simões; Jean-Yves Tourneret; Miguel Angel Veganzones; et al. (CoRR, 2015)

Tutorial on Stochastic Simulation and Optimization Methods in Signal Processing. - Marcelo Pereyra; Philip Schniter; Emilie Chouzenoux; Jean-Christophe Pesquet; Jean-Yves Tourneret; Alfred O. Hero III; Steve McLaughlin 001 (CoRR, 2015)

Fast Spectral Unmixing based on Dykstra's Alternating Projection. - Qi Wei 002; José M. Bioucas-Dias; Nicolas Dobigeon; Jean-Yves Tourneret (CoRR, 2015)

Fast Single Image Super-Resolution. - Ningning Zhao; Qi Wei 002; Adrian Basarab; Denis Kouame; Jean-Yves Tourneret (CoRR, 2015)

Toward Fast Transform Learning. - Olivier Chabiron; François Malgouyres; Jean-Yves Tourneret; Nicolas Dobigeon (Int. J. Comput. Vis., 2015)

Bayesian Fusion of Multi-Band Images. - Qi Wei 002; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE J. Sel. Top. Signal Process., 2015)

Sparse EEG Source Localization Using Bernoulli Laplacian Priors. - Facundo Costa; Hadj Batatia; Lotfi Chaâri; Jean-Yves Tourneret (IEEE Trans. Biomed. Eng., 2015)

Including Antenna Mispointing in a Semi-Analytical Model for Delay/Doppler Altimetry. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Francois Boy; Thomas Moreau 002 (IEEE Trans. Geosci. Remote. Sens., 2015)

Hyperspectral and Multispectral Image Fusion Based on a Sparse Representation. - Qi Wei 002; José M. Bioucas-Dias; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Geosci. Remote. Sens., 2015)

Bayesian Estimation of the Multifractality Parameter for Image Texture Using a Whittle Approximation. - Sébastien Combrexelle; Herwig Wendt; Nicolas Dobigeon; Jean-Yves Tourneret; Stephen McLaughlin 001; Patrice Abry (IEEE Trans. Image Process., 2015)

Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability. - Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Image Process., 2015)

A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors. - Jorge Prendes; Marie Chabert; Frédéric Pascal 001; Alain Giros; Jean-Yves Tourneret (IEEE Trans. Image Process., 2015)

Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation. - Qi Wei 002; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Image Process., 2015)

Bayesian estimation for the local assessment of the multifractality parameter of multivariate time series. - Sébastien Combrexelle; Herwig Wendt; Yoann Altmann; Jean-Yves Tourneret; Stephen McLaughlin 001; Patrice Abry (EUSIPCO, 2016)

Ship detection using SAR and AIS raw data for maritime surveillance. - Fabio Manzoni Vieira; François Vincent; Jean-Yves Tourneret; David Bonacci; Marc Spigai; Marie Ansart; Jacques Richard (EUSIPCO, 2016)

High-resolution hyperspectral image fusion based on spectral unmixing. - Qi Wei 002; Simon J. Godsill; José M. Bioucas-Dias; Nicolas Dobigeon; Jean-Yves Tourneret (FUSION, 2016)

A maximum likelihood-based unscented Kalman filter for multipath mitigation in a multi-correlator based GNSS receiver. - Cheng Cheng; Quan Pan 001; Vincent Calmettes; Jean-Yves Tourneret (ICASSP, 2016)

A Bayesian framework for the multifractal analysis of images using data augmentation and a whittle approximation. - Sébastien Combrexelle; Herwig Wendt; Yoann Altmann; Jean-Yves Tourneret; Steve McLaughlin 001; Patrice Abry (ICASSP, 2016)

Unmixing multitemporal hyperspectral images with variability: An online algorithm. - Pierre-Antoine Thouvenin; Nicolas Dobigeon; Jean-Yves Tourneret (ICASSP, 2016)

Bayesian joint estimation of the multifractality parameter of image patches using gamma Markov Random Field priors. - Sébastien Combrexelle; Herwig Wendt; Yoann Altmann; Jean-Yves Tourneret; Steve McLaughlin 001; Patrice Abry (ICIP, 2016)

Distributed boosting for cloud detection. - Matthieu Le Goff; Jean-Yves Tourneret; Herwig Wendt; Mathias Ortner; Marc Spigai (IGARSS, 2016)

Multi-subject joint parcellation detection estimation in functional MRI. - Mohanad Albughdadi; Lotfi Chaâri; Florence Forbes; Jean-Yves Tourneret; Philippe Ciuciu (ISBI, 2016)

MRSI data unmixing using spatial and spectral priors in transformed domains. - Andrea Laruelo; Lotfi Chaâri; Soléakhéna Ken; Jean-Yves Tourneret; Hadj Batatia; Anne Laprie (ISBI, 2016)

Single image super-resolution of medical ultrasound images using a fast algorithm. - Ningning Zhao; Qi Wei 002; Adrian Basarab; Denis Kouame; Jean-Yves Tourneret (ISBI, 2016)

A Bayesian approach for the multifractal analysis of spatio-temporal data. - Sébastien Combrexelle; Herwig Wendt; Jean-Yves Tourneret; Yoann Altmann; Steve McLaughlin 001; Patrice Abry (IWSSIP, 2016)

Blind model-based fusion of multi-band and panchromatic images. - Qi Wei 002; José M. Bioucas-Dias; Nicolas Dobigeon; Jean-Yves Tourneret; Simon J. Godsill (MFI, 2016)

Adaptive Mean Shift Based Hemodynamic Brain Parcellation in fMRI. - Mohanad Albughdadi; Lotfi Chaâri; Jean-Yves Tourneret (MIAR, 2016)

Spatial regularization for nonlinear unmixing of hyperspectral data with vector-valued kernel functions. - Rita Ammanouil; André Ferrari; Cédric Richard; Jean-Yves Tourneret (SSP, 2016)

Bayesian multifractal analysis of multi-temporal images using smooth priors. - Sébastien Combrexelle; Herwig Wendt; Jean-Yves Tourneret; Patrice Abry; Steve McLaughlin 001 (SSP, 2016)

A partially collapsed Gibbs sampler with accelerated convergence for EEG source localization. - Facundo Costa; Hadj Batatia; Thomas Oberlin; Jean-Yves Tourneret (SSP, 2016)

A Bayesian Lower Bound for Parameter Estimation of Poisson Data Including Multiple Changes (extended). - Lucien Bacharach; Mohammed Nabil El Korso; Alexandre Renaux; Jean-Yves Tourneret (CoRR, 2016)

Multi-Band Image Fusion Based on Spectral Unmixing. - Qi Wei 002; José M. Bioucas-Dias; Nicolas Dobigeon; Jean-Yves Tourneret; Marcus Chen; Simon J. Godsill (CoRR, 2016)

R-FUSE: Robust Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation. - Qi Wei 002; Nicolas Dobigeon; Jean-Yves Tourneret; José M. Bioucas-Dias; Simon J. Godsill (CoRR, 2016)

Introduction to the Issue on Stochastic Simulation and Optimization in Signal Processing. - Steve McLaughlin 001; Marcelo Pereyra; Alfred O. Hero III; Jean-Yves Tourneret; Jean-Christophe Pesquet (IEEE J. Sel. Top. Signal Process., 2016)

A Survey of Stochastic Simulation and Optimization Methods in Signal Processing. - Marcelo Pereyra; Philip Schniter; Emilie Chouzenoux; Jean-Christophe Pesquet; Jean-Yves Tourneret; Alfred O. Hero III; Steve McLaughlin 001 (IEEE J. Sel. Top. Signal Process., 2016)

A Bayesian Nonparametric Model Coupled with a Markov Random Field for Change Detection in Heterogeneous Remote Sensing Images. - Jorge Prendes; Marie Chabert; Frédéric Pascal 001; Alain Giros; Jean-Yves Tourneret (SIAM J. Imaging Sci., 2016)

Detecting, estimating and correcting multipath biases affecting GNSS signals using a marginalized likelihood ratio-based method. - Cheng Cheng; Jean-Yves Tourneret; Quan Pan 001; Vincent Calmettes (Signal Process., 2016)

R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation. - Qi Wei 002; Nicolas Dobigeon; Jean-Yves Tourneret; José M. Bioucas-Dias; Simon J. Godsill (IEEE Signal Process. Lett., 2016)

Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach. - Abderrahim Halimi; Paul Honeine; Malika Kharouf; Cédric Richard; Jean-Yves Tourneret (IEEE Trans. Geosci. Remote. Sens., 2016)

Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Hichem Snoussi (IEEE Trans. Geosci. Remote. Sens., 2016)

Multiband Image Fusion Based on Spectral Unmixing. - Qi Wei 002; José M. Bioucas-Dias; Nicolas Dobigeon; Jean-Yves Tourneret; Marcus Chen; Simon J. Godsill (IEEE Trans. Geosci. Remote. Sens., 2016)

Detection and Correction of Glitches in a Multiplexed Multichannel Data Stream - Application to the MADRAS Instrument. - Herwig Wendt; Nicolas Dobigeon; Jean-Yves Tourneret; Mathieu Albinet; Christophe Goldstein; Nadia Karouche (IEEE Trans. Geosci. Remote. Sens., 2016)

Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images. - Tales Imbiriba; José Carlos Moreira Bermudez; Cédric Richard; Jean-Yves Tourneret (IEEE Trans. Image Process., 2016)

Online Unmixing of Multitemporal Hyperspectral Images Accounting for Spectral Variability. - Pierre-Antoine Thouvenin; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Image Process., 2016)

Joint Segmentation and Deconvolution of Ultrasound Images Using a Hierarchical Bayesian Model Based on Generalized Gaussian Priors. - Ningning Zhao; Adrian Basarab; Denis Kouame; Jean-Yves Tourneret (IEEE Trans. Image Process., 2016)

Fast Single Image Super-Resolution Using a New Analytical Solution for ℓ2-ℓ2 Problems. - Ningning Zhao; Qi Wei 002; Adrian Basarab; Nicolas Dobigeon; Denis Kouame; Jean-Yves Tourneret (IEEE Trans. Image Process., 2016)

A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling. - Lotfi Chaâri; Jean-Yves Tourneret; Caroline Chaux; Hadj Batatia (IEEE Trans. Signal Process., 2016)

Hyperspectral Unmixing With Spectral Variability Using a Perturbed Linear Mixing Model. - Pierre-Antoine Thouvenin; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2016)

Statistical modeling and classification of reflectance confocal microscopy images. - Abdelghafour Halimi; Hadj Batatia; Jimmy le Digabel; Gwendal Josse; Jean-Yves Tourneret (CAMSAP, 2017)

Optical flow estimation in ultrasound images using a sparse representation. - Nora Ouzir; Jean-Yves Tourneret; Adrian Basarab (CAMSAP, 2017)

Spectral image fusion from compressive measurements using spectral unmixing. - Edwin Vargas; Henry Arguello; Jean-Yves Tourneret (CAMSAP, 2017)

A fast algorithm based on a sylvester-like equation for LS regression with GMRF prior. - Qi Wei 002; Emilie Chouzenoux; Jean-Yves Tourneret; Jean-Christophe Pesquet (CAMSAP, 2017)

A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation. - Lotfi Chaâri; Jean-Yves Tourneret; Hadj Batatia (EUSIPCO, 2017)

A kernel density-based particle filter for state and time-varying parameter estimation in nonlinear state-space models. - Cheng Cheng; Jean-Yves Tourneret (EUSIPCO, 2017)

An unsupervised Bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images. - Abdelghafour Halimi; Hadj Batatia; Jimmy le Digabel; Gwendal Josse; Jean-Yves Tourneret (EUSIPCO, 2017)

Unmixing multitemporal hyperspectral images accounting for smooth and abrupt variations. - Pierre-Antoine Thouvenin; Nicolas Dobigeon; Jean-Yves Tourneret (EUSIPCO, 2017)

A Bayesian lower bound for parameter estimation of Poisson data including multiple changes. - Lucien Bacharach; Mohammed Nabil El Korso; Alexandre Renaux; Jean-Yves Tourneret (ICASSP, 2017)

New asymptotic properties for the robust ANMF. - Gordana Draskovic; Frédéric Pascal 001; Arnaud Breloy; Jean-Yves Tourneret (ICASSP, 2017)

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 (ICASSP, 2017)

High-resolution spectral image reconstruction based on compressed data fusion. - Oscar Espitia; Henry Arguello; Jean-Yves Tourneret (ICIP, 2017)

Cardiac motion estimation in ultrasound images using spatial and sparse regularizations. - Nora Ouzir; Jean-Yves Tourneret; Adrian Basarab (ICIP, 2017)

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 (IGARSS, 2017)

Enhancement of 250-MHz quantitative acoustic-microscopy data using a single-image super-resolution method. - Adrian Basarab; Daniel Rohrbach; Ningning Zhao; Jean-Yves Tourneret; Denis Kouame; Jonathan Mamou (ISBI, 2017)

Technical Report: A New Decision-Theory-Based Framework for Echo Canceler Control. - Tales Imbiriba; José Carlos M. Bermudez; Jean-Yves Tourneret; Neil J. Bershad (CoRR, 2017)

Bayesian EEG source localization using a structured sparsity prior. - Facundo Costa; Hadj Batatia; Thomas Oberlin; Carlos D'Giano; Jean-Yves Tourneret (NeuroImage, 2017)

A Bayesian non-parametric hidden Markov random model for hemodynamic brain parcellation. - Mohanad Albughdadi; Lotfi Chaâri; Jean-Yves Tourneret; Florence Forbes; Philippe Ciuciu (Signal Process., 2017)

Blind roll-off estimation for digital transmissions. - Nathalie Thomas; Jean-Yves Tourneret; Emmanuel Bourret (Signal Process., 2017)

Unsupervised Nonlinear Spectral Unmixing Based on a Multilinear Mixing Model. - Qi Wei 002; Marcus Chen; Jean-Yves Tourneret; Simon J. Godsill (IEEE Trans. Geosci. Remote. Sens., 2017)

Toward a Sparse Bayesian Markov Random Field Approach to Hyperspectral Unmixing and Classification. - Peng Chen; James D. B. Nelson; Jean-Yves Tourneret (IEEE Trans. Image Process., 2017)

A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems. - Lotfi Chaâri; Jean-Yves Tourneret; Hadj Batatia (EUSIPCO, 2018)

Bayesian Restoration of High-Dimensional Photon-Starved Images. - Julián Tachella; Yoann Altmann; Marcelo Pereyra; Stephen McLaughlin 001; Jean-Yves Tourneret (EUSIPCO, 2018)

Smooth Bias Estimation for Multipath Mitigation Using Sparse Estimation. - Julien Lesouple; Franck Barbiero; Frederic Faurie; Mohamed Sahmoudi; Jean-Yves Tourneret (FUSION, 2018)

On the High-Snr Receiver Operating Characteristic of Glrt for The Conditional Signal Model. - Simone Urbano; Eric Chaumette; Philippe Goupil; Jean-Yves Tourneret (ICASSP, 2018)

Restoration of ultrasonic images using non-linear system identification and deconvolution. - Mohamad Hourani; Adrian Basarab; Denis Kouame; Jean-Marc Girault; Jean-Yves Tourneret (ISBI, 2018)

Multipath Mitigation in Global Navigation Satellite Systems Using a Bayesian Hierarchical Model With Bernoulli Laplacian Priors. - Julien Lesouple; Jean-Yves Tourneret; Mohamed Sahmoudi; Franck Barbiero; Frederic Faurie (SSP, 2018)

A Smoothing Stochastic Phase Retrieval Algorithm for Solving Random Quadratic Systems. - Samuel Pinilla; Jorge Bacca; Jean-Yves Tourneret; Henry Arguello (SSP, 2018)

A Tensor Factorization Method for 3D Super-Resolution with Application to Dental CT. - Janka Hatvani; Adrian Basarab; Jean-Yves Tourneret; Miklós Gyöngy; Denis Kouame (CoRR, 2018)

Multifractal Analysis of Multivariate Images Using Gamma Markov Random Field Priors. - Herwig Wendt; Sébastien Combrexelle; Yoann Altmann; Jean-Yves Tourneret; Steve McLaughlin 001; Patrice Abry (SIAM J. Imaging Sci., 2018)

A Hierarchical Bayesian Model Accounting for Endmember Variability and Abrupt Spectral Changes to Unmix Multitemporal Hyperspectral Images. - Pierre-Antoine Thouvenin; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Computational Imaging, 2018)

Motion Estimation in Echocardiography Using Sparse Representation and Dictionary Learning. - Nora Ouzir; Adrian Basarab; Hervé Liebgott; Brahim Harbaoui; Jean-Yves Tourneret (IEEE Trans. Image Process., 2018)

A New Decision-Theory-Based Framework for Echo Canceler Control. - Tales Imbiriba; José Carlos M. Bermudez; Jean-Yves Tourneret; Neil J. Bershad (IEEE Trans. Signal Process., 2018)

Unbiased Group-Sparsity Sensing Using Quadratic Envelopes. - Marcus Carlsson; Jean-Yves Tourneret; Herwig Wendt (CAMSAP, 2019)

Adaptive Coded Aperture Design by Motion Estimation using Convolutional Sparse Coding in Compressive Spectral Video Sensing. - Nelson Diaz; C. Noriega-Wandurraga; Adrian Basarab; Jean-Yves Tourneret; Henry Arguello (CAMSAP, 2019)

Multivariate Anomaly Detection in Mixed Telemetry time-series Using A Sparse Decomposition. - Barbara Pilastre; Jean-Yves Tourneret; Stéphane D'Escrivan; Loïc Boussouf (CAMSAP, 2019)

Real-Time 3D Color Imaging with Single-Photon Lidar Data. - Julián Tachella; Yoann Altmann; Stephen McLaughlin 001; Jean-Yves Tourneret (CAMSAP, 2019)

Cardiac Motion Estimation Using Convolutional Sparse Coding. - Nelson Diaz; Adrian Basarab; Jean-Yves Tourneret; Henry Arguello Fuentes (EUSIPCO, 2019)

Fast Surface Detection in Single-Photon Lidar Waveforms. - Julián Tachella; Yoann Altmann; Steve McLaughlin 001; Jean-Yves Tourneret (EUSIPCO, 2019)

3D Reconstruction Using Single-photon Lidar Data Exploiting the Widths of the Returns. - Julián Tachella; Yoann Altmann; Steve McLaughlin 001; Jean-Yves Tourneret (ICASSP, 2019)

On Nonparametric Identification of Wiener Systems with Deterministic Inputs. - Simone Urbano; Eric Chaumette; Philippe Goupil; Jean-Yves Tourneret (ICASSP, 2019)

Fusion Of Magnetic Resonance And Ultrasound Images: A Preliminary Study On Simulated Data. - Oumaima El Mansouri; Adrian Basarab; Fabien Vidal; Denis Kouamé; Jean-Yves Tourneret (ISBI, 2019)

Bayesian 3D Reconstruction of Complex Scenes from Single-Photon Lidar Data. - Julián Tachella; Yoann Altmann; Ximing Ren; Aongus McCarthy; Gerald S. Buller; Steve McLaughlin 001; Jean-Yves Tourneret (SIAM J. Imaging Sci., 2019)

An EM-based multipath interference mitigation in GNSS receivers. - Cheng Cheng; Jean-Yves Tourneret (Signal Process., 2019)

Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images. - Marie-Caroline Corbineau; Denis Kouamé; Emilie Chouzenoux; Jean-Yves Tourneret; Jean-Christophe Pesquet (IEEE Signal Process. Lett., 2019)

Partially Asynchronous Distributed Unmixing of Hyperspectral Images. - Pierre-Antoine Thouvenin; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Geosci. Remote. Sens., 2019)

Spectral Image Fusion From Compressive Measurements Using Spectral Unmixing and a Sparse Representation of Abundance Maps. - Edwin Vargas; Henry Arguello; Jean-Yves Tourneret (IEEE Trans. Geosci. Remote. Sens., 2019)

Spectral Image Fusion From Compressive Measurements. - Edwin Vargas; Oscar Espitia; Henry Arguello; Jean-Yves Tourneret (IEEE Trans. Image Process., 2019)

Multipath Mitigation for GNSS Positioning in an Urban Environment Using Sparse Estimation. - Julien Lesouple; Thierry Robert; Mohamed Sahmoudi; Jean-Yves Tourneret; Willy Vigneau (IEEE Trans. Intell. Transp. Syst., 2019)

A Tensor Factorization Method for 3-D Super Resolution With Application to Dental CT. - Janka Hatvani; Adrian Basarab; Jean-Yves Tourneret; Miklós Gyöngy; Denis Kouame (IEEE Trans. Medical Imaging, 2019)

Robust Optical Flow Estimation in Cardiac Ultrasound Images Using a Sparse Representation. - Nora Ouzir; Adrian Basarab; Olivier Lairez; Jean-Yves Tourneret (IEEE Trans. Medical Imaging, 2019)

A Hybrid Lower Bound for Parameter Estimation of Signals With Multiple Change-Points. - Lucien Bacharach; Mohammed Nabil El Korso; Alexandre Renaux; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2019)

Wing 3D Reconstruction by Constraining the Bundle Adjustment with Mechanical Limitations. - Quentin Demoulin; François Lefebvre-Albaret; Adrian Basarab; Denis Kouamé; Jean-Yves Tourneret (EUSIPCO, 2020)

Incorporating User Feedback Into One-Class Support Vector Machines for Anomaly Detection. - Julien Lesouple; Jean-Yves Tourneret (EUSIPCO, 2020)

Anomaly Detection in Mixed Time-Series Using A Convolutional Sparse Representation With Application To Spacecraft Health Monitoring. - Barbara Pilastre; Gustavo Silva; Loïc Boussouf; Stéphane D'Escrivan; Paul Rodríguez 001; Jean-Yves Tourneret (ICASSP, 2020)

Constrained Bundle Adjustment Applied To Wing 3d Reconstruction With Mechanical Limitations. - Quentin Demoulin; François Lefebvre-Albaret; Adrian Basarab; Denis Kouamé; Jean-Yves Tourneret (ICIP, 2020)

Ultrasound And Magnetic Resonance Image Fusion Using A Patch-Wise Polynomial Model. - Oumaima El Mansouri; Adrian Basarab; Mário A. T. Figueiredo; Denis Kouamé; Jean-Yves Tourneret (ICIP, 2020)

Blind Deconvolution of Fundamental and Harmonic Ultrasound Images. - Mohamad Hourani; Adrian Basarab; Oleg V. Michailovich; Giulia Matrone; Alessandro Ramalli; Denis Kouamé; Jean-Yves Tourneret (ISBI, 2020)

A Rao-Blackwellized Particle Filter With Variational Inference for State Estimation With Measurement Model Uncertainties. - Cheng Cheng; Jean-Yves Tourneret; Xiaodong Lu (IEEE Access, 2020)

Seeing Around Corners with Edge-Resolved Transient Imaging. - Joshua Rapp; Charles Saunders; Julián Tachella; John Murray-Bruce; Yoann Altmann; Jean-Yves Tourneret; Stephen McLaughlin 001; Robin M. A. Dawson; Franco N. C. Wong; Vivek K. Goyal (CoRR, 2020)

Unsupervised crop anomaly detection at the parcel-level using optical and SAR images: application to wheat and rapeseed crops. - Florian Mouret; Mohanad Albughdadi; Sylvie Duthoit; Denis Kouamé; Hervé Poilvé; Guillaume Rieu; Jean-Yves Tourneret (CoRR, 2020)

Anomaly detection in mixed telemetry data using a sparse representation and dictionary learning. - Barbara Pilastre; Loïc Boussouf; Stéphane D'Escrivan; Jean-Yves Tourneret (Signal Process., 2020)

Bayesian 3D Reconstruction of Subsampled Multispectral Single-Photon Lidar Signals. - Julián Tachella; Yoann Altmann; Miguel Marquez; Henry Arguello Fuentes; Jean-Yves Tourneret; Steve McLaughlin 001 (IEEE Trans. Computational Imaging, 2020)

Fusion of Magnetic Resonance and Ultrasound Images for Endometriosis Detection. - Oumaima El Mansouri; Fabien Vidal; Adrian Basarab; Pierre Payoux; Denis Kouamé; Jean-Yves Tourneret (IEEE Trans. Image Process., 2020)

Drowsiness Detection Using Joint EEG-ECG Data With Deep Learning. - Guillaume Geoffroy; Lotfi Chaâri; Jean-Yves Tourneret; Herwig Wendt (EUSIPCO, 2021)

Bayesian Estimation of the Parameters of the Bivariate Multifractal Spectrum. - Lorena Leon; Herwig Wendt; Jean-Yves Tourneret; Patrice Abry (EUSIPCO, 2021)

Robust Hypersphere Fitting from Noisy Data Using an EM Algorithm. - Julien Lesouple; Barbara Pilastre; Yoann Altmann; Jean-Yves Tourneret (EUSIPCO, 2021)

Sparse Representations and Dictionary Learning: from Image Fusion to Motion Estimation. - Jean-Yves Tourneret; Adrian Basarab; Nora Ouzir; Qi Wei 002 (IGARSS, 2021)

Reconstruction of Sentinel-2 Time Series Using Robust Gaussian Mixture Models - Application to the Detection of Anomalous Crop Development in wheat and rapeseed crops. - Florian Mouret; Mohanad Albughdadi; Sylvie Duthoit; Denis Kouamé; Guillaume Rieu; Jean-Yves Tourneret (CoRR, 2021)

Generalized isolation forest for anomaly detection. - Julien Lesouple; Cédric Baudoin; Marc Spigai; Jean-Yves Tourneret (Pattern Recognit. Lett., 2021)

Outlier Detection at the Parcel-Level in Wheat and Rapeseed Crops Using Multispectral and SAR Time Series. - Florian Mouret; Mohanad Albughdadi; Sylvie Duthoit; Denis Kouamé; Guillaume Rieu; Jean-Yves Tourneret (Remote. Sens., 2021)

A variational marginalized particle filter for jump Markov nonlinear systems with unknown transition probabilities. - Cheng Cheng; Jean-Yves Tourneret (Signal Process., 2021)

How to introduce expert feedback in one-class support vector machines for anomaly detection? - Julien Lesouple; Cédric Baudoin; Marc Spigai; Jean-Yves Tourneret (Signal Process., 2021)

Hypersphere Fitting From Noisy Data Using an EM Algorithm. - Julien Lesouple; Barbara Pilastre; Yoann Altmann; Jean-Yves Tourneret (IEEE Signal Process. Lett., 2021)

A Comparison of Bayesian Estimators for the Parameters of the Bivariate Multifractal Spectrum. - Lorena Leon; Herwig Wendt; Jean-Yves Tourneret; Patrice Abry (EUSIPCO, 2022)

An EM Algorithm for Mixtures of Hyperspheres. - Julien Lesouple; Philippe Burger; Jean-Yves Tourneret (EUSIPCO, 2022)

Robust Estimation of Gaussian Mixture Models Using Anomaly Scores and Bayesian Information Criterion for Missing Value Imputation. - Florian Mouret; Mohanad Albughdadi; Sylvie Duthoit; Denis Kouamé; Jean-Yves Tourneret (EUSIPCO, 2022)

Multifractal Anomaly Detection in Images via Space-Scale Surrogates. - Herwig Wendt; Lorena Leon; Jean-Yves Tourneret; Patrice Abry (ICIP, 2022)

How Attention Deep Learning Can Improve Copa Congestion Control Performance. - Victor Perrier; Emmanuel Lochin; Jean-Yves Tourneret; Nicolas Kuhn; Patrick Gelard (IWCMC, 2022)

Attention Networks for Time Series Regression and Application to Congestion Control. - Victor Perrier; Emmanuel Lochin; Jean-Yves Tourneret; Patrick Gelard (IFIP Networking, 2022)

Anomaly Detection and Classification in Multispectral Time Series Based on Hidden Markov Models. - Kareth Marcela León López; Florian Mouret; Henry Arguello; Jean-Yves Tourneret (IEEE Trans. Geosci. Remote. Sens., 2022)

A Bayesian Framework for Multivariate Multifractal Analysis. - Lorena Leon; Herwig Wendt; Jean-Yves Tourneret; Patrice Abry (IEEE Trans. Signal Process., 2022)

Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models - Application to the detection of anomalous crop development. - Florian Mouret; Mohanad Albughdadi; Sylvie Duthoit; Denis Kouamé; Guillaume Rieu; Jean-Yves Tourneret (Comput. Electron. Agric., 2022)

Fusion of Ultrasound and Magnetic Resonance Images for Endometriosis Diagnosis: A Non-Parametric Approach. - Youssra El Bennioui; Alexandre Bruguier; Fabien Vidal; Adrian Basarab; Jean-Yves Tourneret (CAMSAP, 2023)

Joint Registration and Fusion of 3D Magnetic Resonance and 2D Ultrasound Images for Endometriosis Surgery. - Youssra El Bennioui; Fabien Vidal; Adrian Basarab; Jean-Yves Tourneret (EUSIPCO, 2023)

A Robust Model and its EM Algorithm for the Estimation of the Multifractality Parameter. - Lorena Leon; Herwig Wendt; Jean-Yves Tourneret; Patrice Abry (EUSIPCO, 2023)

A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data. - Florian Mouret; Alexandre Hippert-Ferrer; Frédéric Pascal 001; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2023)

Bounds for the estimation of matrix-valued parameters of a Gaussian random process. - Lorena Leon; Herwig Wendt; Jean-Yves Tourneret (Signal Process., 2023)

Fusion of Magnetic Resonance and Ultrasound Images Using Guided Filtering: Application to Endometriosis Surgery. - Youssra El Bennioui; Abderrahim Halimi; Adrian Basarab; Jean-Yves Tourneret (EUSIPCO, 2024)

Robust Hypersphere Fitting from Noisy Data Using Gibbs Sampling. - Younes Boutiyarzist; Julien Lesouple; Jean-Yves Tourneret (EUSIPCO, 2024)

Auxiliary Particle Filtering with Variational Inference for Jump Markov Systems with Unknown Measurement Noise Covariance. - Cheng Cheng; Sinan Yildirim; Jean-Yves Tourneret (EUSIPCO, 2024)

Estimation of Instrument Spectral Response Functions in Presence of Radiometric Errors. - Jihanne El Haouari; Jean-Yves Tourneret; Herwig Wendt; Jean-Michel Gaucel; Christelle Pittet (EUSIPCO, 2024)

A Multiscale Anomaly Detection Framework for AIS Trajectories via Heat Graph Laplacian Diffusion. - Karéth Leon-López; Serge Fabre; Fabio Manzoni; Laurent Mirambell; Jean-Yves Tourneret (EUSIPCO, 2024)

Detecting Abnormal Ship Trajectories Using Functional Isolation Forests and Dynamic Time Warping. - Valerian Mange; Yoann Anezin; Jean-Yves Tourneret; François Vincent; Laurent Mirambell; Fabio Manzoni Vieira (EUSIPCO, 2024)

Track-to-Track AIS / Radar Association and Uncertainty Estimation by Coherent Point Drift. - Valerian Mange; Jean-Yves Tourneret; François Vincent; Laurent Mirambell; Fabio Manzoni Vieira (EUSIPCO, 2024)

Misspecified Cramér-Rao Bounds for Anomalous Clock Data in Satellite Constellations. - Hamish McPhee; Jean-Yves Tourneret; David Valat; Jérôme Delporte; Yoan Gregoire; Philippe Paimblanc (EUSIPCO, 2024)

Anomaly Detection Using Multiscale Signatures. - Raphael Mignot; Valerian Mange; Konstantin Usevich; Marianne Clausel; Jean-Yves Tourneret; François Vincent (EUSIPCO, 2024)

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 (IGARSS, 2024)

Bayesian Sparse Model for Complex-Valued Magnetic Resonance Spectroscopy Restoration. - Wafae Labriji; Soléakhéna Ken; Gaelle Dormio; Jean-Yves Tourneret; Elizabeth Moyal Cohen-Jonathan; Lotfi Chaâri (ISBI, 2024)

HLoOP - Hyperbolic 2-Space Local Outlier Probabilities. - Clémence Allietta; Jean-Philippe Condomines; Jean-Yves Tourneret; Emmanuel Lochin (IEEE Access, 2024)

In-Flight Estimation of Instrument Spectral Response Functions Using Sparse Representations. - Jihanne El Haouari; Jean-Michel Gaucel; Christelle Pittet; Jean-Yves Tourneret; Herwig Wendt (CoRR, 2024)

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 (ICASSP, 2025)

A New EM Algorithm for 2D-3D Point Cloud Registration with Probabilistic Data Association. - Younes Boutiyarzist; Samy Labsir; Jean-Yves Tourneret; François Vincent; Philippe Salmon (SSP, 2025)

A Plug-and-Play Approach for Point Cloud Registration. - Maurine Bouzeid; Pierre Bruel; Vincent Poulain; Julián Tachella; Jean-Yves Tourneret; David Youssefi (SSP, 2025)

Anomaly detection in ship trajectories using machine learning and dynamic time warping. - Valerian Mange; Jean-Yves Tourneret; François Vincent; Laurent Mirambell; Fabio Manzoni Vieira (Eng. Appl. Artif. Intell., 2025)

A variational Bayesian marginalized particle filter for jump Markov nonlinear systems with unknown measurement noise parameters. - Cheng Cheng; Jean-Yves Tourneret; Sinan Yildirim (Signal Process., 2025)