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ORCIDJean-Yves Tourneret
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- affiliation: INP-ENSEEIHT, Toulouse, France
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2020 – today
- 2023
[j137]Lorena Leon, Herwig Wendt
, Jean-Yves Tourneret:
Bounds for the estimation of matrix-valued parameters of a Gaussian random process. Signal Process. 211: 109106 (2023)- [j136]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: 1669-1682 (2023) - 2022
- [j135]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: 106983 (2022) - [j134]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: 1-11 (2022) - [j133]Lorena Leon, Herwig Wendt, Jean-Yves Tourneret, Patrice Abry:
A Bayesian Framework for Multivariate Multifractal Analysis. IEEE Trans. Signal Process. 70: 3663-3675 (2022) - [c218]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: 827-831 - [c217]Julien Lesouple, Philippe Burger, Jean-Yves Tourneret:
An EM Algorithm for Mixtures of Hyperspheres. EUSIPCO 2022: 877-881 - [c216]Lorena Leon, Herwig Wendt, Jean-Yves Tourneret, Patrice Abry:
A Comparison of Bayesian Estimators for the Parameters of the Bivariate Multifractal Spectrum. EUSIPCO 2022: 2116-2120 - [c215]Herwig Wendt, Lorena Leon, Jean-Yves Tourneret, Patrice Abry:
Multifractal Anomaly Detection in Images via Space-Scale Surrogates. ICIP 2022: 556-560 - [c214]Victor Perrier, Emmanuel Lochin, Jean-Yves Tourneret, Nicolas Kuhn, Patrick Gelard:
How Attention Deep Learning Can Improve Copa Congestion Control Performance. IWCMC 2022: 672-677 - [c213]Victor Perrier, Emmanuel Lochin, Jean-Yves Tourneret, Patrick Gelard:
Attention Networks for Time Series Regression and Application to Congestion Control. IFIP Networking 2022: 1-6 - [i27]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 abs/2201.12020 (2022) - 2021
- [j132]Julien Lesouple, Cédric Baudoin, Marc Spigai, Jean-Yves Tourneret:
Generalized isolation forest for anomaly detection. Pattern Recognit. Lett. 149: 109-119 (2021) - [j131]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): 956 (2021) - [j130]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: 108197 (2021) - [j129]Cheng Cheng, Jean-Yves Tourneret:
A variational marginalized particle filter for jump Markov nonlinear systems with unknown transition probabilities. Signal Process. 188: 108226 (2021) - [j128]Julien Lesouple, Barbara Pilastre, Yoann Altmann, Jean-Yves Tourneret:
Hypersphere Fitting From Noisy Data Using an EM Algorithm. IEEE Signal Process. Lett. 28: 314-318 (2021) - [c212]Julien Lesouple, Barbara Pilastre, Yoann Altmann, Jean-Yves Tourneret:
Robust Hypersphere Fitting from Noisy Data Using an EM Algorithm. EUSIPCO 2021: 1-5 - [c211]Guillaume Geoffroy, Lotfi Chaâri, Jean-Yves Tourneret, Herwig Wendt:
Drowsiness Detection Using Joint EEG-ECG Data With Deep Learning. EUSIPCO 2021: 955-959 - [c210]Lorena Leon, Herwig Wendt, Jean-Yves Tourneret, Patrice Abry:
Bayesian Estimation of the Parameters of the Bivariate Multifractal Spectrum. EUSIPCO 2021: 1930-1934 - [c209]Jean-Yves Tourneret, Adrian Basarab, Nora Ouzir, Qi Wei:
Sparse Representations and Dictionary Learning: from Image Fusion to Motion Estimation. IGARSS 2021: 25-28 - [i26]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 abs/2110.11780 (2021) - 2020
- [j127]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: 55665-55675 (2020) - [j126]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) - [j125]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: 208-220 (2020) - [j124]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: 5324-5335 (2020) - [c208]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: 570-574 - [c207]Julien Lesouple, Jean-Yves Tourneret:
Incorporating User Feedback Into One-Class Support Vector Machines for Anomaly Detection. EUSIPCO 2020: 1608-1612 - [c206]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: 3242-3246 - [c205]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: 403-407 - [c204]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: 2790-2794 - [c203]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: 854-857 - [i25]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 abs/2002.07118 (2020) - [i24]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 abs/2004.08431 (2020)
2010 – 2019
- 2019
- [j123]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): 521-550 (2019) - [j122]Cheng Cheng, Jean-Yves Tourneret:
An EM-based multipath interference mitigation in GNSS receivers. Signal Process. 162: 141-152 (2019) - [j121]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): 1456-1460 (2019) - [j120]Pierre-Antoine Thouvenin, Nicolas Dobigeon, Jean-Yves Tourneret:
Partially Asynchronous Distributed Unmixing of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 57(4): 2009-2021 (2019) - [j119]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): 5043-5053 (2019) - [j118]Edwin Vargas, Oscar Espitia, Henry Arguello, Jean-Yves Tourneret:
Spectral Image Fusion From Compressive Measurements. IEEE Trans. Image Process. 28(5): 2271-2282 (2019) - [j117]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): 1316-1328 (2019) - [j116]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): 741-752 (2019) - [j115]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): 1524-1531 (2019) - [j114]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): 1267-1279 (2019) - [c202]Julián Tachella, Yoann Altmann, Stephen McLaughlin, Jean-Yves Tourneret:
Real-Time 3D Color Imaging with Single-Photon Lidar Data. CAMSAP 2019: 206-210 - [c201]Marcus Carlsson, Jean-Yves Tourneret, Herwig Wendt:
Unbiased Group-Sparsity Sensing Using Quadratic Envelopes. CAMSAP 2019: 425-429 - [c200]Barbara Pilastre, Jean-Yves Tourneret, Stéphane D'Escrivan, Loïc Boussouf:
Multivariate Anomaly Detection in Mixed Telemetry time-series Using A Sparse Decomposition. CAMSAP 2019: 430-434 - [c199]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: 445-449 - [c198]Nelson Diaz, Adrian Basarab, Jean-Yves Tourneret, Henry Arguello Fuentes:
Cardiac Motion Estimation Using Convolutional Sparse Coding. EUSIPCO 2019: 1-5 - [c197]Julián Tachella, Yoann Altmann, Steve McLaughlin, Jean-Yves Tourneret:
Fast Surface Detection in Single-Photon Lidar Waveforms. EUSIPCO 2019: 1-5 - [c196]Simone Urbano, Eric Chaumette, Philippe Goupil, Jean-Yves Tourneret:
On Nonparametric Identification of Wiener Systems with Deterministic Inputs. ICASSP 2019: 5501-5505 - [c195]Julián Tachella, Yoann Altmann, Steve McLaughlin, Jean-Yves Tourneret:
3D Reconstruction Using Single-photon Lidar Data Exploiting the Widths of the Returns. ICASSP 2019: 7815-7819 - [c194]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: 1733-1736 - [i23]Marie-Caroline Corbineau, Denis Kouamé, Émilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet:
Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images. CoRR abs/1903.08111 (2019) - 2018
- [j113]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): 1294-1316 (2018) - [j112]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): 32-45 (2018) - [j111]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): 64-77 (2018) - [j110]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): 4304-4314 (2018) - [c193]Lotfi Chaâri, Jean-Yves Tourneret, Hadj Batatia:
A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems. EUSIPCO 2018: 737-741 - [c192]Julián Tachella, Yoann Altmann, Marcelo Pereyra, Stephen McLaughlin, Jean-Yves Tourneret:
Bayesian Restoration of High-Dimensional Photon-Starved Images. EUSIPCO 2018: 747-751 - [c191]Julien Lesouple, Franck Barbiero, Frederic Faurie, Mohamed Sahmoudi, Jean-Yves Tourneret:
Smooth Bias Estimation for Multipath Mitigation Using Sparse Estimation. FUSION 2018: 1684-1690 - [c190]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: 3939-3943 - [c189]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: 1166-1169 - [c188]Samuel Pinilla, Jorge Bacca, Jean-Yves Tourneret, Henry Arguello:
A Smoothing Stochastic Phase Retrieval Algorithm for Solving Random Quadratic Systems. SSP 2018: 278-282 - [c187]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: 578-582 - [i22]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 abs/1807.10027 (2018) - 2017
- [j109]Facundo Costa, Hadj Batatia, Thomas Oberlin, Carlos D'Giano, Jean-Yves Tourneret:
Bayesian EEG source localization using a structured sparsity prior. NeuroImage 144: 142-152 (2017) - [j108]Nathalie Thomas, Jean-Yves Tourneret, Emmanuel Bourret:
Blind roll-off estimation for digital transmissions. Signal Process. 135: 87-95 (2017) - [j107]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: 132-146 (2017) - [j106]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): 4534-4544 (2017) - [j105]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): 426-438 (2017) - [c186]Abdelghafour Halimi, Hadj Batatia, Jimmy le Digabel, Gwendal Josse, Jean-Yves Tourneret:
Statistical modeling and classification of reflectance confocal microscopy images. CAMSAP 2017: 1-5 - [c185]Nora Ouzir, Jean-Yves Tourneret, Adrian Basarab:
Optical flow estimation in ultrasound images using a sparse representation. CAMSAP 2017: 1-5 - [c184]Edwin Vargas, Henry Arguello, Jean-Yves Tourneret:
Spectral image fusion from compressive measurements using spectral unmixing. CAMSAP 2017: 1-5 - [c183]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: 1-5 - [c182]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: 241-245 - [c181]Lotfi Chaâri, Jean-Yves Tourneret, Hadj Batatia:
A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation. EUSIPCO 2017: 1220-1224 - [c180]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: 1664-1668 - [c179]Pierre-Antoine Thouvenin, Nicolas Dobigeon, Jean-Yves Tourneret:
Unmixing multitemporal hyperspectral images accounting for smooth and abrupt variations. EUSIPCO 2017: 2378-2382 - [c178]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: 3116-3120 - [c177]Gordana Draskovic, Frédéric Pascal, Arnaud Breloy, Jean-Yves Tourneret:
New asymptotic properties for the robust ANMF. ICASSP 2017: 3429-3433 - [c176]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: 4486-4490 - [c175]Nora Ouzir, Jean-Yves Tourneret, Adrian Basarab:
Cardiac motion estimation in ultrasound images using spatial and sparse regularizations. ICIP 2017: 780-784 - [c174]Oscar Espitia, Henry Arguello, Jean-Yves Tourneret:
High-resolution spectral image reconstruction based on compressed data fusion. ICIP 2017: 1970-1974 - [c173]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: 5081-5084 - [c172]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: 827-830 - [i21]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 abs/1709.06178 (2017) - [i20]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 abs/1711.11454 (2017) - 2016
- [j104]Steve McLaughlin, Marcelo Pereyra, Alfred O. Hero III, Jean-Yves Tourneret, Jean-Christophe Pesquet:
Introduction to the Issue on Stochastic Simulation and Optimization in Signal Processing. IEEE J. Sel. Top. Signal Process. 10(2): 221-223 (2016) - [j103]Marcelo Pereyra, Philip Schniter, Émilie Chouzenoux, Jean-Christophe Pesquet, Jean-Yves Tourneret, Alfred O. Hero III, Steve McLaughlin:
A Survey of Stochastic Simulation and Optimization Methods in Signal Processing. IEEE J. Sel. Top. Signal Process. 10(2): 224-241 (2016) - [j102]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): 1889-1921 (2016) - [j101]Cheng Cheng, Jean-Yves Tourneret, Quan Pan, Vincent Calmettes:
Detecting, estimating and correcting multipath biases affecting GNSS signals using a marginalized likelihood ratio-based method. Signal Process. 118: 221-234 (2016) - [j100]Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret, José M. Bioucas-Dias, Simon J. Godsill:
R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation. IEEE Signal Process. Lett. 23(11): 1632-1636 (2016) - [j99]Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Hichem Snoussi:
Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry. IEEE Trans. Geosci. Remote. Sens. 54(4): 2207-2219 (2016) - [j98]Herwig Wendt, Nicolas Dobigeon, Jean-Yves Tourneret, Mathieu Albinet, Christophe Goldstein, Nadia Karouche:
Detection and Correction of Glitches in a Multiplexed Multichannel Data Stream - Application to the MADRAS Instrument. IEEE Trans. Geosci. Remote. Sens. 54(5): 2803-2811 (2016) - [j97]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): 3811-3821 (2016) - [j96]Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Marcus Chen, Simon J. Godsill:
Multiband Image Fusion Based on Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 54(12): 7236-7249 (2016) - [j95]Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard, Jean-Yves Tourneret:
Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images. IEEE Trans. Image Process. 25(3): 1136-1151 (2016) - [j94]Ningning Zhao, Qi Wei, Adrian Basarab, Nicolas Dobigeon, Denis Kouame, Jean-Yves Tourneret:
Fast Single Image Super-Resolution Using a New Analytical Solution for ℓ2-ℓ2 Problems. IEEE Trans. Image Process. 25(8): 3683-3697 (2016) - [j93]Ningning Zhao, Adrian Basarab, Denis Kouame, Jean-Yves Tourneret:
Joint Segmentation and Deconvolution of Ultrasound Images Using a Hierarchical Bayesian Model Based on Generalized Gaussian Priors. IEEE Trans. Image Process. 25(8): 3736-3750 (2016) - [j92]Pierre-Antoine Thouvenin, Nicolas Dobigeon, Jean-Yves Tourneret:
Online Unmixing of Multitemporal Hyperspectral Images Accounting for Spectral Variability. IEEE Trans. Image Process. 25(9): 3979-3990 (2016) - [j91]Pierre-Antoine Thouvenin, Nicolas Dobigeon, Jean-Yves Tourneret:
Hyperspectral Unmixing With Spectral Variability Using a Perturbed Linear Mixing Model. IEEE Trans. Signal Process. 64(2): 525-538 (2016) - [j90]Lotfi Chaâri, Jean-Yves Tourneret, Caroline Chaux, Hadj Batatia:
A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling. IEEE Trans. Signal Process. 64(21): 5585-5594 (2016) - [c171]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: 1518-1522 - [c170]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: 2081-2085 - [c169]Qi Wei, Simon J. Godsill, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret:
High-resolution hyperspectral image fusion based on spectral unmixing. FUSION 2016: 1714-1719 - [c168]Pierre-Antoine Thouvenin, Nicolas Dobigeon, Jean-Yves Tourneret:
Unmixing multitemporal hyperspectral images with variability: An online algorithm. ICASSP 2016: 3351-3355 - [c167]Sébastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry:
A Bayesian framework for the multifractal analysis of images using data augmentation and a whittle approximation. ICASSP 2016: 4224-4228 - [c166]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: 6560-6564 - [c165]Sébastien Combrexelle, Herwig Wendt, Yoann Altmann,