Jean-Yves Tourneret

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 129

Top Venues

EUSIPCO

CoRR

ICASSP

IEEE Trans. Image Process.

Publications

Jihanne El Haouari, Jean-Michel Gaucel, Christelle Pittet, Jean-Yves Tourneret, Herwig Wendt
In-Flight Estimation of Instrument Spectral Response Functions Using Sparse Representations. CoRR (2024)
Lorena Leon, Herwig Wendt, Jean-Yves Tourneret
Bounds for the estimation of matrix-valued parameters of a Gaussian random process. Signal Process. 211 (2023)
Youssra El Bennioui, Alexandre Bruguier, Fabien Vidal, Adrian Basarab, Jean-Yves Tourneret
Fusion of Ultrasound and Magnetic Resonance Images for Endometriosis Diagnosis: A Non-Parametric Approach. CAMSAP (2023)
Lorena Leon, Herwig Wendt, Jean-Yves Tourneret, Patrice Abry
A Robust Model and its EM Algorithm for the Estimation of the Multifractality Parameter. EUSIPCO (2023)
Youssra El Bennioui, Fabien Vidal, Adrian Basarab, Jean-Yves Tourneret
Joint Registration and Fusion of 3D Magnetic Resonance and 2D Ultrasound Images for Endometriosis Surgery. EUSIPCO (2023)
Clémence Allietta, Jean-Philippe Condomines, Jean-Yves Tourneret, Emmanuel Lochin
HLoOP - Hyperbolic 2-space Local Outlier Probabilities. CoRR (2023)
Florian Mouret, Alexandre Hippert-Ferrer, Frédéric Pascal, Jean-Yves Tourneret
A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data. IEEE Trans. Signal Process. 71 (2023)
Victor Perrier, Emmanuel Lochin, Jean-Yves Tourneret, Nicolas Kuhn, Patrick Gelard
How Attention Deep Learning Can Improve Copa Congestion Control Performance. IWCMC (2022)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Jean-Yves Tourneret
Robust Estimation of Gaussian Mixture Models Using Anomaly Scores and Bayesian Information Criterion for Missing Value Imputation. EUSIPCO (2022)
Herwig Wendt, Lorena Leon, Jean-Yves Tourneret, Patrice Abry
Multifractal Anomaly Detection in Images via Space-Scale Surrogates. ICIP (2022)
Lorena Leon, Herwig Wendt, Jean-Yves Tourneret, Patrice Abry
A Bayesian Framework for Multivariate Multifractal Analysis. IEEE Trans. Signal Process. 70 (2022)
Lorena Leon, Herwig Wendt, Jean-Yves Tourneret, Patrice Abry
A Comparison of Bayesian Estimators for the Parameters of the Bivariate Multifractal Spectrum. EUSIPCO (2022)
Julien Lesouple, Philippe Burger, Jean-Yves Tourneret
An EM Algorithm for Mixtures of Hyperspheres. EUSIPCO (2022)
Kareth Marcela León López, Florian Mouret, Henry Arguello, Jean-Yves Tourneret
Anomaly Detection and Classification in Multispectral Time Series Based on Hidden Markov Models. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Florian Mouret, Alexandre Hippert-Ferrer, Frédéric Pascal, Jean-Yves Tourneret
A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data. CoRR (2022)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret
Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models - Application to the detection of anomalous crop development. Comput. Electron. Agric. 198 (2022)
Victor Perrier, Emmanuel Lochin, Jean-Yves Tourneret, Patrick Gelard
Attention Networks for Time Series Regression and Application to Congestion Control. IFIP Networking (2022)
Julien Lesouple, Cédric Baudoin, Marc Spigai, Jean-Yves Tourneret
Generalized isolation forest for anomaly detection. Pattern Recognit. Lett. 149 (2021)
Cheng Cheng, Jean-Yves Tourneret
A variational marginalized particle filter for jump Markov nonlinear systems with unknown transition probabilities. Signal Process. 188 (2021)
Guillaume Geoffroy, Lotfi Chaâri, Jean-Yves Tourneret, Herwig Wendt
Drowsiness Detection Using Joint EEG-ECG Data With Deep Learning. EUSIPCO (2021)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret
Outlier Detection at the Parcel-Level in Wheat and Rapeseed Crops Using Multispectral and SAR Time Series. Remote. Sens. 13 (5) (2021)
Lorena Leon, Herwig Wendt, Jean-Yves Tourneret, Patrice Abry
Bayesian Estimation of the Parameters of the Bivariate Multifractal Spectrum. EUSIPCO (2021)
Julien Lesouple, Barbara Pilastre, Yoann Altmann, Jean-Yves Tourneret
Hypersphere Fitting From Noisy Data Using an EM Algorithm. IEEE Signal Process. Lett. 28 (2021)
Julien Lesouple, Cédric Baudoin, Marc Spigai, Jean-Yves Tourneret
How to introduce expert feedback in one-class support vector machines for anomaly detection? Signal Process. 188 (2021)
Julien Lesouple, Barbara Pilastre, Yoann Altmann, Jean-Yves Tourneret
Robust Hypersphere Fitting from Noisy Data Using an EM Algorithm. EUSIPCO (2021)
Jean-Yves Tourneret, Adrian Basarab, Nora Ouzir, Q. Wei
Sparse Representations and Dictionary Learning: from Image Fusion to Motion Estimation. IGARSS (2021)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret
Reconstruction of Sentinel-2 Time Series Using Robust Gaussian Mixture Models - Application to the Detection of Anomalous Crop Development in wheat and rapeseed crops. CoRR (2021)
Joshua Rapp, Charles Saunders, Julián Tachella, John Murray-Bruce, Yoann Altmann, Jean-Yves Tourneret, Stephen McLaughlin, Robin M. A. Dawson, Franco N. C. Wong, Vivek K. Goyal
Seeing Around Corners with Edge-Resolved Transient Imaging. CoRR (2020)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Hervé Poilvé, Guillaume Rieu, Jean-Yves Tourneret
Unsupervised crop anomaly detection at the parcel-level using optical and SAR images: application to wheat and rapeseed crops. CoRR (2020)
Quentin Demoulin, François Lefebvre-Albaret, Adrian Basarab, Denis Kouamé, Jean-Yves Tourneret
Constrained Bundle Adjustment Applied To Wing 3d Reconstruction With Mechanical Limitations. ICIP (2020)
Oumaima El Mansouri, Adrian Basarab, Mário A. T. Figueiredo, Denis Kouamé, Jean-Yves Tourneret
Ultrasound And Magnetic Resonance Image Fusion Using A Patch-Wise Polynomial Model. ICIP (2020)
Barbara Pilastre, Gustavo Silva, Loïc Boussouf, Stéphane D'Escrivan, Paul Rodríguez, Jean-Yves Tourneret
Anomaly Detection in Mixed Time-Series Using A Convolutional Sparse Representation With Application To Spacecraft Health Monitoring. ICASSP (2020)
Mohamad Hourani, Adrian Basarab, Oleg V. Michailovich, Giulia Matrone, Alessandro Ramalli, Denis Kouamé, Jean-Yves Tourneret
Blind Deconvolution of Fundamental and Harmonic Ultrasound Images. ISBI (2020)
Oumaima El Mansouri, Fabien Vidal, Adrian Basarab, Pierre Payoux, Denis Kouamé, Jean-Yves Tourneret
Fusion of Magnetic Resonance and Ultrasound Images for Endometriosis Detection. IEEE Trans. Image Process. 29 (2020)
Quentin Demoulin, François Lefebvre-Albaret, Adrian Basarab, Denis Kouamé, Jean-Yves Tourneret
Wing 3D Reconstruction by Constraining the Bundle Adjustment with Mechanical Limitations. EUSIPCO (2020)
Julián Tachella, Yoann Altmann, Miguel Marquez, Henry Arguello Fuentes, Jean-Yves Tourneret, Steve McLaughlin
Bayesian 3D Reconstruction of Subsampled Multispectral Single-Photon Lidar Signals. IEEE Trans. Computational Imaging 6 (2020)
Julien Lesouple, Jean-Yves Tourneret
Incorporating User Feedback Into One-Class Support Vector Machines for Anomaly Detection. EUSIPCO (2020)
Barbara Pilastre, Loïc Boussouf, Stéphane D'Escrivan, Jean-Yves Tourneret
Anomaly detection in mixed telemetry data using a sparse representation and dictionary learning. Signal Process. 168 (2020)
Cheng Cheng, Jean-Yves Tourneret, Xiaodong Lu
A Rao-Blackwellized Particle Filter With Variational Inference for State Estimation With Measurement Model Uncertainties. IEEE Access 8 (2020)
Pierre-Antoine Thouvenin, Nicolas Dobigeon, Jean-Yves Tourneret
Partially Asynchronous Distributed Unmixing of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 57 (4) (2019)
Marie-Caroline Corbineau, Denis Kouamé, Émilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet
Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images. IEEE Signal Process. Lett. 26 (10) (2019)
Barbara Pilastre, Jean-Yves Tourneret, Stéphane D'Escrivan, Loïc Boussouf
Multivariate Anomaly Detection in Mixed Telemetry time-series Using A Sparse Decomposition. CAMSAP (2019)
Edwin Vargas, Oscar Espitia, Henry Arguello, Jean-Yves Tourneret
Spectral Image Fusion From Compressive Measurements. IEEE Trans. Image Process. 28 (5) (2019)
Cheng Cheng, Jean-Yves Tourneret
An EM-based multipath interference mitigation in GNSS receivers. Signal Process. 162 (2019)
Julián Tachella, Yoann Altmann, Stephen McLaughlin, Jean-Yves Tourneret
Real-Time 3D Color Imaging with Single-Photon Lidar Data. CAMSAP (2019)
Janka Hatvani, Adrian Basarab, Jean-Yves Tourneret, Miklós Gyöngy, Denis Kouame
A Tensor Factorization Method for 3-D Super Resolution With Application to Dental CT. IEEE Trans. Medical Imaging 38 (6) (2019)
Nelson Diaz, C. Noriega-Wandurraga, Adrian Basarab, Jean-Yves Tourneret, Henry Arguello
Adaptive Coded Aperture Design by Motion Estimation using Convolutional Sparse Coding in Compressive Spectral Video Sensing. CAMSAP (2019)
Julián Tachella, Yoann Altmann, Steve McLaughlin, Jean-Yves Tourneret
3D Reconstruction Using Single-photon Lidar Data Exploiting the Widths of the Returns. ICASSP (2019)
Lucien Bacharach, Mohammed Nabil El Korso, Alexandre Renaux, Jean-Yves Tourneret
A Hybrid Lower Bound for Parameter Estimation of Signals With Multiple Change-Points. IEEE Trans. Signal Process. 67 (5) (2019)
Edwin Vargas, Henry Arguello, Jean-Yves Tourneret
Spectral Image Fusion From Compressive Measurements Using Spectral Unmixing and a Sparse Representation of Abundance Maps. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Julián Tachella, Yoann Altmann, Steve McLaughlin, Jean-Yves Tourneret
Fast Surface Detection in Single-Photon Lidar Waveforms. EUSIPCO (2019)
Oumaima El Mansouri, Adrian Basarab, Fabien Vidal, Denis Kouamé, Jean-Yves Tourneret
Fusion Of Magnetic Resonance And Ultrasound Images: A Preliminary Study On Simulated Data. ISBI (2019)
Nora Ouzir, Adrian Basarab, Olivier Lairez, Jean-Yves Tourneret
Robust Optical Flow Estimation in Cardiac Ultrasound Images Using a Sparse Representation. IEEE Trans. Medical Imaging 38 (3) (2019)
Nelson Diaz, Adrian Basarab, Jean-Yves Tourneret, Henry Arguello Fuentes
Cardiac Motion Estimation Using Convolutional Sparse Coding. EUSIPCO (2019)
Marcus Carlsson, Jean-Yves Tourneret, Herwig Wendt
Unbiased Group-Sparsity Sensing Using Quadratic Envelopes. CAMSAP (2019)
Marie-Caroline Corbineau, Denis Kouamé, Émilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet
Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images. CoRR (2019)
Julián Tachella, Yoann Altmann, Ximing Ren, Aongus McCarthy, Gerald S. Buller, Steve McLaughlin, Jean-Yves Tourneret
Bayesian 3D Reconstruction of Complex Scenes from Single-Photon Lidar Data. SIAM J. Imaging Sci. 12 (1) (2019)
Simone Urbano, Eric Chaumette, Philippe Goupil, Jean-Yves Tourneret
On Nonparametric Identification of Wiener Systems with Deterministic Inputs. ICASSP (2019)
Julien Lesouple, Thierry Robert, Mohamed Sahmoudi, Jean-Yves Tourneret, Willy Vigneau
Multipath Mitigation for GNSS Positioning in an Urban Environment Using Sparse Estimation. IEEE Trans. Intell. Transp. Syst. 20 (4) (2019)
Janka Hatvani, Adrian Basarab, Jean-Yves Tourneret, Miklós Gyöngy, Denis Kouame
A Tensor Factorization Method for 3D Super-Resolution with Application to Dental CT. CoRR (2018)
Julien Lesouple, Jean-Yves Tourneret, Mohamed Sahmoudi, Franck Barbiero, Frederic Faurie
Multipath Mitigation in Global Navigation Satellite Systems Using a Bayesian Hierarchical Model With Bernoulli Laplacian Priors. SSP (2018)
Tales Imbiriba, José Carlos M. Bermudez, Jean-Yves Tourneret, Neil J. Bershad
A New Decision-Theory-Based Framework for Echo Canceler Control. IEEE Trans. Signal Process. 66 (16) (2018)
Lotfi Chaâri, Jean-Yves Tourneret, Hadj Batatia
A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems. EUSIPCO (2018)
Herwig Wendt, Sébastien Combrexelle, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry
Multifractal Analysis of Multivariate Images Using Gamma Markov Random Field Priors. SIAM J. Imaging Sci. 11 (2) (2018)
Samuel Pinilla, Jorge Bacca, Jean-Yves Tourneret, Henry Arguello
A Smoothing Stochastic Phase Retrieval Algorithm for Solving Random Quadratic Systems. SSP (2018)
Mohamad Hourani, Adrian Basarab, Denis Kouame, Jean-Marc Girault, Jean-Yves Tourneret
Restoration of ultrasonic images using non-linear system identification and deconvolution. ISBI (2018)
Simone Urbano, Eric Chaumette, Philippe Goupil, Jean-Yves Tourneret
On the High-Snr Receiver Operating Characteristic of Glrt for The Conditional Signal Model. ICASSP (2018)
Pierre-Antoine Thouvenin, Nicolas Dobigeon, Jean-Yves Tourneret
A Hierarchical Bayesian Model Accounting for Endmember Variability and Abrupt Spectral Changes to Unmix Multitemporal Hyperspectral Images. IEEE Trans. Computational Imaging 4 (1) (2018)
Julien Lesouple, Franck Barbiero, Frederic Faurie, Mohamed Sahmoudi, Jean-Yves Tourneret
Smooth Bias Estimation for Multipath Mitigation Using Sparse Estimation. FUSION (2018)
Julián Tachella, Yoann Altmann, Marcelo Pereyra, Stephen McLaughlin, Jean-Yves Tourneret
Bayesian Restoration of High-Dimensional Photon-Starved Images. EUSIPCO (2018)
Nora Ouzir, Adrian Basarab, Hervé Liebgott, Brahim Harbaoui, Jean-Yves Tourneret
Motion Estimation in Echocardiography Using Sparse Representation and Dictionary Learning. IEEE Trans. Image Process. 27 (1) (2018)
Qi Wei, Émilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet
A fast algorithm based on a sylvester-like equation for LS regression with GMRF prior. CAMSAP (2017)
Nathalie Thomas, Jean-Yves Tourneret, Emmanuel Bourret
Blind roll-off estimation for digital transmissions. Signal Process. 135 (2017)
Facundo Costa, Hadj Batatia, Thomas Oberlin, Carlos D'Giano, Jean-Yves Tourneret
Bayesian EEG source localization using a structured sparsity prior. NeuroImage 144 (2017)
Pierre-Antoine Thouvenin, Nicolas Dobigeon, Jean-Yves Tourneret
Unmixing multitemporal hyperspectral images accounting for smooth and abrupt variations. EUSIPCO (2017)
Lotfi Chaâri, Jean-Yves Tourneret, Hadj Batatia
A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation. EUSIPCO (2017)
Lucien Bacharach, Mohammed Nabil El Korso, Alexandre Renaux, Jean-Yves Tourneret
A Bayesian lower bound for parameter estimation of Poisson data including multiple changes. ICASSP (2017)
Mohanad Albughdadi, Denis Kouame, Guillaume Rieu, Jean-Yves Tourneret
Missing data reconstruction and anomaly detection in crop development using agronomic indicators derived from multispectral satellite images. IGARSS (2017)
Edwin Vargas, Henry Arguello, Jean-Yves Tourneret
Spectral image fusion from compressive measurements using spectral unmixing. CAMSAP (2017)
Nora Ouzir, Jean-Yves Tourneret, Adrian Basarab
Cardiac motion estimation in ultrasound images using spatial and sparse regularizations. ICIP (2017)
Nora Ouzir, Jean-Yves Tourneret, Adrian Basarab
Optical flow estimation in ultrasound images using a sparse representation. CAMSAP (2017)
Gordana Draskovic, Frédéric Pascal, Arnaud Breloy, Jean-Yves Tourneret
New asymptotic properties for the robust ANMF. ICASSP (2017)
Yuri Mejia, Henry Arguello, Facundo Costa, Jean-Yves Tourneret, Hadj Batatia
Bayesian reconstruction of hyperspectral images by using compressed sensing measurements and a local structured prior. ICASSP (2017)
Abdelghafour Halimi, Hadj Batatia, Jimmy le Digabel, Gwendal Josse, Jean-Yves Tourneret
Statistical modeling and classification of reflectance confocal microscopy images. CAMSAP (2017)
Oscar Espitia, Henry Arguello, Jean-Yves Tourneret
High-resolution spectral image reconstruction based on compressed data fusion. ICIP (2017)
Cheng Cheng, Jean-Yves Tourneret
A kernel density-based particle filter for state and time-varying parameter estimation in nonlinear state-space models. EUSIPCO (2017)
Peng Chen, James D. B. Nelson, Jean-Yves Tourneret
Toward a Sparse Bayesian Markov Random Field Approach to Hyperspectral Unmixing and Classification. IEEE Trans. Image Process. 26 (1) (2017)
Qi Wei, Émilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet
A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior. CoRR (2017)
Tales Imbiriba, José Carlos M. Bermudez, Jean-Yves Tourneret, Neil J. Bershad
Technical Report: A New Decision-Theory-Based Framework for Echo Canceler Control. CoRR (2017)
Abdelghafour Halimi, Hadj Batatia, Jimmy le Digabel, Gwendal Josse, Jean-Yves Tourneret
An unsupervised Bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images. EUSIPCO (2017)
Qi Wei, Marcus Chen, Jean-Yves Tourneret, Simon J. Godsill
Unsupervised Nonlinear Spectral Unmixing Based on a Multilinear Mixing Model. IEEE Trans. Geosci. Remote. Sens. 55 (8) (2017)
Adrian Basarab, Daniel Rohrbach, Ningning Zhao, Jean-Yves Tourneret, Denis Kouame, Jonathan Mamou
Enhancement of 250-MHz quantitative acoustic-microscopy data using a single-image super-resolution method. ISBI (2017)
Mohanad Albughdadi, Lotfi Chaâri, Jean-Yves Tourneret, Florence Forbes, Philippe Ciuciu
A Bayesian non-parametric hidden Markov random model for hemodynamic brain parcellation. Signal Process. 135 (2017)
Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret
Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach. IEEE Trans. Geosci. Remote. Sens. 54 (7) (2016)
Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Marcus Chen, Simon J. Godsill
Multi-Band Image Fusion Based on Spectral Unmixing. CoRR (2016)
Mohanad Albughdadi, Lotfi Chaâri, Florence Forbes, Jean-Yves Tourneret, Philippe Ciuciu
Multi-subject joint parcellation detection estimation in functional MRI. ISBI (2016)
Sébastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Stephen McLaughlin, Patrice Abry
Bayesian estimation for the local assessment of the multifractality parameter of multivariate time series. EUSIPCO (2016)
Fabio Manzoni Vieira, François Vincent, Jean-Yves Tourneret, David Bonacci, Marc Spigai, Marie Ansart, Jacques Richard
Ship detection using SAR and AIS raw data for maritime surveillance. EUSIPCO (2016)
Cheng Cheng, Quan Pan, Vincent Calmettes, Jean-Yves Tourneret
A maximum likelihood-based unscented Kalman filter for multipath mitigation in a multi-correlator based GNSS receiver. ICASSP (2016)
Jorge Prendes, Marie Chabert, Frédéric Pascal, Alain Giros, Jean-Yves Tourneret
A Bayesian Nonparametric Model Coupled with a Markov Random Field for Change Detection in Heterogeneous Remote Sensing Images. SIAM J. Imaging Sci. 9 (4) (2016)

Jean-Yves Tourneret.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jean-Yves Tourneret