Jean-Yves Tourneret @ University of Toulouse

Full list of publications and communications

International journal papers | National journal paper | International conference papers | National conference papers

International Journal Papers

V. Mangé, J.-Y. Tourneret, F. Vincent, L. Mirambell and F. Manzoni Viera. "Anomaly Detection in Ship Trajectories Using Machine Learning and Dynamic Time Warping," Engineering Applications of Artificial Intelligence (IF: 7.5), vol. 157, paper 11185, Oct. 2025, Paper
C. Cheng. J.-Y. Tourneret and S. Yildirim. "A Variational Bayesian Marginalized Particle Filter for Jump Markov Nonlinear Systems With Unknown Measurement Noise Parameters," Signal Processing (IF: 3.4), vol. 233, paper 109254, Aug. 2025, Paper
J. El Haouari, J.-M. Gaucel, C. Pittet, J.-Y. Tourneret and H. Wendt, "In-Flight Estimation of Intrumental Response Functions Using Sparse Representations," Atmospheric Measurement Techinques (IF: 3.2), vol. 18, no. 12, pp. 2573-2590, June 2025. Paper
H. McPhee, J.-Y. Tourneret, D. Valat, J. Delporte, Y. Grégoire and P. Paimblanc, "Robust Time Scale using the Student's t-distribution for space applications," Metrologia (IF: 2.1), vol. 61, no. 5, Sep. 2024, Paper
C. Allieta, j.-P. Condomines, J.-Y. Tourneret and E. Lochin, "HLoOP-Hyperbolic 2-Space Local Outlier Probabilities," IEEE Access (IF: 3.745), vol. 12, pp. 128509-128518, Sep. 2024.
L. Leon, H. Wendt and J.-Y. Tourneret, "Bounds for the Estimation of Matrix-Valued Parameters of a Gaussian Random Process.," Signal Process. (IF: 4.4), pp. 1669-1692, vol. 211, Article 109106, Oct. 2023. Paper
F. Mouret, A. Hippert-Ferrer, F. Pascal and J.-Y. Tourneret, "A Robust and Flexible EM Algorithm for MIxtures if Elliptical Distributions with Missing Data," IEEE Trans. Signal Process. (IF: 5.565), pp. 1669-1692, vol. 71, April. 2023. Paper
K. Leon, F. Mouret, H. Arguello and J.-Y. Tourneret, "Anomaly Detection and Classification in Multispectral Time Series," IEEE Trans. Geosci. Remote Sens. (IF: 5.855), pp. 1-11, vol. 60, Aug. 2022. Paper
F. Mouret, M. Albughdadi, S. Duthoit, G. Rieu and J.-Y. Tourneret, "Reconstruction of Sentinel-2 Derived Time Series Using Robust Gaussian Mixture Models - Application to the Detection of Anomalous Crop Development," Computer and Electronics in Agriculture (IF: 5.565), vol. 198, no. 4, 106983, July 2022. Paper
L. Leon, H.Wendt and J.-Y. Tourneret, "A Bayesian Framework for Multivariate Multifractal Analysis," IEEE Trans. Signal Process. (IF: 4.931), pp. 3663-3675, vol. 70, June 2022. Paper
R. A. Borsoi, T. Imbiriba, J. C. M. Bermudez, C. Richard, J. Chanussot, L. Drumetz, J.-Y. Tourneret, A. Zare and C. Jutten, "Spectral Variability in Hyperspectral Data Unmixing: A Comprehensive Review," IEEE Geosci. Remote Sens. Mag. (IF: 13), pp. 223-270, vol. 9, no. 4, Dec. 2021. Paper
C. Cheng, J.-Y. Tourneret and X. Lu, "A Marginalized Particle Filter with Variational Inference for Nonlinear State-Space Models with Gaussian Mixture Noise," IET Radar, Sonar and Navigation (IF: 1.955), pp. 1-11, Oct. 2021. Paper

C. Cheng and J.-Y. Tourneret, "A variational marginalized particle filter for jump Markov nonlinear systems with unknown transition probabilities," Signal Processing (IF: 4.384), vol. 188, article 108226, Nov. 2021. Paper Matlab codes:
J. Lesouple, C. Baudoin, M. Spigai and J.-Y. Tourneret, "How to introduce user feedback in one-class support vector machines for anomaly detection," Signal Processing (IF: 4.384), vol. 188, article 108197, Nov. 2021. Paper
J. Lesouple, C. Baudoin, M. Spigai and J.-Y. Tourneret, "Generalized Isolation Forest for Anomaly Detection," Pattern Recognition Letters (IF: 3.255), vol. 149, pp. 109-119, Sept. 2021. Paper Matlab codes :
M. Hourani, A. Basarab, D. Kouamé and J.-Y. Tourneret, "Ultrasound Image Deconvolution Using Fundamental and Harmonic Images," IEEE Trans. Ultrason. Ferroelectr. Freq. control. (IF: 2.15), vol. 68, no. 4, pp. 993-1006, April 2021. Paper
F. Mouret, M. Albughdadi, S. Duthoit, D. Kouamé, G. Rieu and J.-Y. Tourneret, "Outlier Detection at the Parcel Level in Wheat and Rapeseed Crops Using Multispectral and SAR Time Series," Remote Sensing (IF: 4.509), vol. 13, no. 5, March 2021. Paper
J. Lesouple, B. Pilastre, Y. Altmann and J.-Y. Tourneret, "Hypersphere Fitting from Noisy Data Using an EM Algorithm," IEEE Signal. Process. Lett. (IF: 3.105), vol. 28, no. 1, pp. 314-318, Jan. 2021. Python: Matlab: Paper:
J. Rapp, C. Saunders, J. Tachella, J. Murray-Bruce, Y. Altmann, J.-Y. Tourneret, S. McLaughlin, R. M. A. Dawson, F. N. C. Wong and V. K. Goyal, "Seeing Around Corners with Edge Resolved Transient Imaging," Nat. Commun. (IF: 12.121), vol. 11, no. 1, pp. 5929, 2020. Paper
O. El Mansouri, F. Vidal, A. Basarab, P. Payoux, D. Kouamé and J._Y. Tourneret, "Fusion of Magnetic Resonance and Ultrasound Images for Endometriosis Detection," IEEE Trans. Image Process. (IF: 10.856), vol. 29, no. 1, pp. 5324-5335, Dec. 2020. Paper:
C. Cheng, J.-Y. Tourneret and X. D. Lu, "A Rao-Blackwellized Particle Filter with Variational Inference for State Estimation with Measurement Model Uncertainties", IEEE Access (IF: 3.745), vol. 8, no. 1, pp. 55665-55675, Dec. 2020. Paper:
B. Pilastre, L. Boussouf, S. D'Escrivan and J.-Y. Tourneret, "Anomaly Detection in Mixed Telemetry Data Using a Sparse Representation and Dictionary Learning", Signal Processing (IF: 4.384), vol. 168, pp. 107320, March 2020. Paper:
J. Tachella, Y. Altmann, M. Marquez, H. Arguello-Fuentes, J.-Y. Tourneret and S. McLaughlin, "Bayesian 3D Reconstruction of Subsampled Multispectral Single-photon Lidar Signals", IEEE Trans. Comput. Imag. (IF: 4.015), vol. 6, pp. 208-220, 2020. Paper:
J. Tachella, Y. Altmann, N. Mellado, A. McCarthy, R. Tobin, G. S. Buller, J.-Y. Tourneret, "Real-time 3D Reconstruction from Single-Photon Lidar Data Using Plug-and-Play Point Cloud Denoisers", Nature Communications (IF: 12.121), 10, 4984, 2019. Matlab: Paper:
M.-C. Corbineau, D. Kouamé, E. Chouzenoux, J.-Y. Tourneret and J.-C. Pesquet, "Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images", IEEE Signal Process. Lett. (IF: 3.105), vol. 26, no. 10, pp. 1456-1460, Oct. 2019. Paper:
E. Vargas, H. Arguello and J.-Y. Tourneret, "Spectral Image Fusion from Compressive Measurements Using Spectral Unmixing and a Sparse Representation of Abundance Maps", IEEE Trans. Geosci. Remote Sensing (IF: 5.855), vol. 57, no. 7, pp. 5043-5053, July 2019. Paper:
J. Hatvani, A. Basarab, J.-Y. Tourneret, M. Gyöngy and D. Kouamé, "A Tensor Factorization Method for 3D Super-Resolution with Application to Dental CT," IEEE Trans. Medical Imaging (IF: 8.816), vol. 38, no. 6, pp. 1524-1531, June 2019. Paper:
C. Cheng and J.-Y. Tourneret, "An EM-Based Multipath Interference Mitigation in GNSS Receivers", Signal Processing (IF: 4.384), vol. 162, pp. 141-152, 2019. Paper:
J. Tachella, Y. Altmann, X. Ren, A. McCarthy, G. S. Buller, S. McLaughlin and J.-Y. Tourneret, "Bayesian 3D Reconstruction of Complex Scenes from Single-Photon Lidar Data," SIAM Journal on Imaging Sciences (IF: 3.098), vol. 22, no. 1, pp. 521-550, 2019. Matlab: Paper:
E. Vargas, O. Espitia, H. Arguello and J.-Y. Tourneret, "Spectral Image Fusion from Compressive Measurements," IEEE Trans. Image Process. (IF: 9.340), vol. 28, no. 5, pp. 2271-2282, May 2019. Paper:
J. Lesouple, T. Robert, M. Sahmoudi, J.-Y. Tourneret and W. Vigneau, "Multipath Mitigation for GNSS Positioning in Urban Environment Using Sparse Estimation," IEEE Trans. Intell. Trans. System (IF: 6.319), vol. 20, no. 4, pp. 1316-1328, April 2019. Paper:
P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "Partially Asynchronous Distributed Unmixing of Hyperspectral Images," IEEE Trans. Geosci. Remote Sensing (IF: 5.855), vol. 57, no. 4, pp. 2009-2021, April 2019. Paper:
N. Ouzir, A. Basarab, O. Lairez and J.-Y. Tourneret, "Robust Optical Flow Estimation in Cardiac Ultrasound Images Using a Sparse Representation", IEEE Trans. Medical Imaging (IF: 8.816), vol. 38, no. 3, pp. 741-752, March 2019. Paper:
L. Bacharach, M. N. El Korso, A. Renaux and J.-Y. Tourneret, "A Hybrid Lower Bound for Parameter Estimation in Signals Subjected to Multiple Changepoints," IEEE Trans. Signal Processing (IF: 5.028), vol. 26, no. 16, pp. 1267-1279, March 2019. Paper:
T. Imbiriba, J. C. M. Bermudez, J.-Y. Tourneret and N. Bershad, "A New Decision-Theory-Based Framework for Echo Canceler Control," IEEE Trans. Signal Processing (IF: 5.23), vol. 66, no. 16, pp. 4304-4314, Aug. 2018. Paper:
H. Wendt, S. Combrexelles, Y. Altmann, J.-Y. Tourneret, S. McLaughlin and P. Abry, "Multifractal Analysis of Multivariate Images Using Gamma Markov Random Fields," SIAM Journal on Imaging Sciences (IF: ), vol. 11, no. 2, pp. 1294-1316, 2018. Paper:
P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "A Hierarchical Bayesian Model Accounting for Endmember Variability and Abrupt Spectral Changes to Unmix Multitemporal Hyperspectral Images," IEEE Trans. Comput. Imaging, vol. 4, no. 1, pp. 32-45, Mar. 2018. Paper:
N. Ouzir, A. Basarab, H. Liebgott, B. Harbaoui and J.-Y. Tourneret, "Motion Estimation in Echocardiography Using Sparse Representation and Dictionary Learning," IEEE Trans. Image Process., vol. 27, no. 1, pp. 64-77, Jan. 2018. Paper:
A. Halimi, H. Batatia, J. Le Digabel, G. Josse and J.-Y. Tourneret, "Wavelet-based Statistical Classification of Skin Images Acquired with Reflectance Confocal Microscopy," Biomed. Opt. Express., voL 8, no. 12, pp. 5450-5467, Dec. 2017. Paper:
Q. Wei, M. Chen, J.-Y. Tourneret and S. Godsill, "Unsupervised Nonlinear Spectral Unmixing Based on a Multilinear Model," IEEE Trans. Geosci. Remote Sensing, vol. 55, no. 8, pp. 4534-4544, Aug. 2017. Paper:
M. Albughdadi, L. Chaari, J.-Y. Tourneret, F. Forbes and P. Ciuciu, "A Bayesian Non-parametric Hidden Markov Random Model for Hemodynamic Brain Parcellation," Signal Processing, vol. 135, pp. 132-146, June 2017. Paper:
N. Thomas, J.-Y. Tourneret and E. Bourret, "Blind Roll-off Estimation for Digital Transmissions," Signal Processing, vol. 135, pp. 87-95, June 2017. Paper:
F. Costa, H. Batatia, T. Oberlin and J.-Y. Tourneret, "Skull Conductivity Estimation for EEG Source Localization," IEEE Signal Process. Lett., vol. 24, no. 4, pp. 422-426, April 2017. Paper:
P. Chen, J. D. B. Nelson and J.-Y. Tourneret, "Towards a Sparse Bayesian Markov Random Field Approach to Hyperspectral Unmixing and Classification," IEEE Trans. Image Process., vol. 26, no. 1, pp. 426-438, Jan. 2017. Paper:
F. Costa, H. Batatia, T. Oberlin, C. D'Giano and J.-Y. Tourneret, "Bayesian EEG Source Localization Using a Structured Sparsity Prior," Neuroimage, vol. 144, Part A, pp. 142-152, Jan. 2017. Paper:
J. Prendes, M. Chabert, F. Pascal, A. Giros and J.-Y. Tourneret, "A Bayesian Nonparametric Model Coupled with a Markov Random Field for Change Detection in Heterogeneous Remote Sensing Images," SIAM J. Imaging Sciences, vol. 9, no. 4, pp. 1889-1921, 2016. Paper:
Q. Wei, J. Bioucas-Dias, N. Dobigeon, J.-Y. Tourneret, M. Chen and S. Godsill, "Multi-band Image Fusion Based on Spectral Unmixing", IEEE Trans. Geosci. Remote Sensing, vol. 54, no. 12, pp. 7236-7249, Dec. 2016. Paper:
L. Chaari, J.-Y. Tourneret, C. Chaux and H. Batatia, "A Hamiltonian Monte Carlo Method for Non-Smooth Energy sampling," IEEE Trans. Signal Process., vol. 64, no. 21, pp. 5585-5594, Nov. 2016. Paper:
Q. Wei, N. Dobigeon, J.-Y. Tourneret, J. Bioucas-Dias and Simon Godsill, "R-FUSE: Robust Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation", IEEE Signal Process. Letters, vol. 23, no. 11, pp. 1632-1636, Sep. 2016. Paper:
P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "Online Unmixing of Multi-temporal Hyperpectral Images Accounting for Spectral Variability," IEEE Trans. Image Process., vol. 25, no. 9, pp. 2979-3990, Sept. 2016. Paper:
N. Zhao, Q. Wei, A. Basarab, N. Dobigeon, D. Kouamé and J.-Y. Tourneret, "Fast Single Image Super-Resolution Using a New Analytical Solution for l₂-l₂ Problems," IEEE Trans. Image Process., vol. 25, no. 8, pp. 3683-3697, Aug. 2016. Paper:
N. Zhao, A. Basarab, D. Kouamé and J.-Y. Tourneret, "Joint Segmentation and Deconvolution of Ultrasound Images Using a Hierarchical Bayesian Model Based on Generalized Gaussian Priors," IEEE Trans. Image Process., vol. 25, no. 8, pp. 3736-3750, Aug. 2016. Paper:
A. Laruelo, L. Chaari, J.-Y. Tourneret, H. Batatia, S. Ken, B. Rowland, R. Ferrand and A. Laprie, "Spatio-Spectral Regularization to Improve Magnetic Resonance Spectroscopic Imaging Quantification," NMR in Biomedicine, vol. 29, no. 7, pp. 918-931, July 2016. Paper:
A. Halimi, P. Honeine, M. Kharouf, C. Richard et J.-Y. Tourneret, "Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise Whitened Eigen-gap Approach," IEEE Trans. Geosci. Remote Sensing, vol. 54, no. 16, pp. 3811-3821, July 2016. Paper:
H. Wendt, N. Dobigeon, J.-Y. Tourneret, M. Albinet, C. Goldstein and N. Karouche, "Detection and Correction of Glitches in a Multiplexed Multi-Channel Data Stream - Application to the MADRAS Instrument," IEEE Trans. Geosci. Remote Sensing, vol. 54, no. 5, pp. 2803-2811, May 2016. Paper:
T. Imbiriba, J. C. M. Bermudez, C. Richard and J.-Y. Tourneret, "Nonparametric detection of nonlinearly mixed pixels and endmember estimation in hyperspectral images," IEEE Trans. Image Process., vol. 25, no. 3, pp. 1136-1151, March 2016. Paper:
M. Pereyra, P. Schniter, E. Chouzenoux, J.-C. Pesquet, J.-Y. Tourneret, A. Hero and S. McLaughlin, "Tutorial on Stochastic Simulation and Optimization Methods in Signal Processing," IEEE J. Sel. Topics Signal Process., vol. 10, no. 2, pp. 224-241, March 2016.
Paper: Slides: Some Matlab codes:
P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "Hyperspectral Unmixing with Spectral Variability Using a Perturbed Linear Mixing Model," IEEE Trans. Signal Process., vol. 64, no. 2, pp. 525-538, Feb. 2016. Paper:
C. Cheng, V. Calmettes and J.-Y. Tourneret, "Detecting, Estimating and Correcting Multipath Biases Affecting GNSS Signals Using a Marginalized Likelihood Ratio-Based Method," Signal Processing, vol. 118, pp. 221-234, Jan. 2016. Paper:
A. Halimi, C. Mailhes, J.-Y. Tourneret and H. Snoussi, "Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry," IEEE Trans. Geosci. Remote Sensing, vol. 54, no. 4, pp. 2207-2219, Dec. 2015. Paper:
F. Costa, H. Batatia, L. Chaari and J.-Y. Tourneret, "Sparse EEG Source Localization Using Bernoulli Laplacian Priors", IEEE Trans. Biomed. Eng., vol. 62, no. 12, pp. 2888-2898, Dec. 2015. Paper:
A. Halimi, N. Dobigeon and J.-Y. Tourneret, "Unsupervised unmixing of hyperspectral images accounting for endmember variability," IEEE Trans. Image Process., vol. 24, no. 12, pp. 4904-4917, Dec. 2015. Paper:
L. Loncan, L. B. Almeida, J. Bioucas Dias, X. Briottet, J. Chanussot, N. Dobigeon, S. Fabre, W. Liao, G. Licciardi, M. Simoes, J.-Y. Tourneret, M. Veganzones, G. Vivone, Q. Wei and N. Yokoya, "Hyperspectral Pansharpening: A Review," IEEE Geosci. Remote Sens. Mag., vol. 3, no. 3, pp. 27-46, Sept. 2015. Paper:
Q. Wei, N. Dobigeon and J.-Y. Tourneret, "Fast fusion of multi-band images based on solving a Sylvester Equation," IEEE Trans. Image Process., vol. 24, no. 11, pp. 4109-4121, Nov. 2015. Paper:
O. Chabiron, F. Malgouyres, J.-Y. Tourneret and N. Dobigeon, "Toward Fast Transform Learning," Int. J. Comput. Vision, vol. 114, no. 2, pp. 195-216, Sept. 2015. Paper:
Q. Wei, N. Dobigeon and J.-Y. Tourneret, "Bayesian fusion of multi-band images," IEEE J. Sel. Topics Signal Process., vol. 9, no. 6, pp. 1-11, Sept. 2015. Paper:
S. Combrexelles, H. Wendt , N. Dobigeon, J.-Y. Tourneret, "Bayesian estimation of the multifractality parameter for image texture using a Whittle approximation," IEEE Trans. Image Process., vol. 24, no. 8, pp. 2540-2551, Aug. 2015. Paper:
Q. Wei, J. Bioucas-Dias, N. Dobigeon and J.-Y. Tourneret, "Hyperspectral and multispectral image fusion based on a sparse representation," IEEE Trans. Geosci. Remote Sensing, vol. 53, no. 7, pp. 3658-3667, July 2015. Paper:
J. Prendes, M. Chabert, A. Giros, F. Pascal and J.-Y. Tourneret, "A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors," IEEE Trans. Image Process., vol. 24, no. 3, pp. 799-812, March 2015. Paper:
A. Halimi, C. Mailhes, J.-Y. Tourneret, T. Moreau and F. Boy, "Including Antenna Mispointing in a Semi-Analytical Model for Delay/Doppler Altimetry," IEEE Trans. Geosci. Remote Sensing, vol. 53, no. 2, pp. 598-608, Feb. 2015. Paper:
F. Andersson, M. Carlsson, J.-Y. Tourneret and H. Wendt, "A new frequency estimation method for equally and unequally spaced data," IEEE Trans. Signal Process., vol. 62, no. 21, pp. 5761-5774, Nov. 2014. Paper:
C. Lin, G. Kail, A. Giremus, C. Mailhes, J.-Y. Tourneret and F. Hlawatsch, "Sequential Beat-to-Beat P and T Wave Delineation and Waveform Estimation in ECG Signals: Block Gibbs Sampler and Marginalized Particle Filter", Signal Processing, vol. 104, pp. 174-187, Nov. 2014. Paper:
P. Maury, C. Lin, J.-L. Pasquié, F. Raczka, L. Beck, J. Taieb, C. Mailhes, J.-Y. Tourneret, A. Rollin, A. Duparc, P. Mondoly, P. Winum, P. Rolland, F. Castanié and B. Hallier, "Detection of T wave beat-to-beat variations prior to ventricular arrythmias onset in ICD-stored intracardiac electrograms: the endocardial T-wave alternans study (ETWAS)," Pacing. Clin. Electrophysiol. (PACE), Jul. 2014. Paper:
A. Halimi, C. Mailhes, J.-Y. Tourneret, P. Thibaut and F. Boy, "A semi-analytical model for delay/Doppler altimetry and its estimation algorithm," IEEE Trans. Geosci. Remote Sensing, vol. 52, no. 7, pp. 4248-4258, July 2014. Paper:
Y. Altmann, N. Dobigeon and J.-Y. Tourneret,"Unsupervised Post-Nonlinear Unmixing of Hyperspectral Images Using a Hamiltonian Monte Carlo Algorithm," IEEE Trans. on Image Process., vol. 23, no. 6, pp. 2663-2675, June 2014. Paper:
Y. Altmann, N. Dobigeon, S. McLaughlin and J.-Y. Tourneret, "Residual component analysis of hyperspectral images – Application to joint linear unmixing and nonlinearity detection," IEEE Trans. on Image Process., vol. 23, no. 5, pp. 2148-2158, May 2014. Paper:
S. Bidon, J.-Y. Tourneret, L. Savy and F. Le Chevalier, "Bayesian sparse estimation of migrating targets for wideband radar," IEEE Trans. Aerosp. Electron. Syst., vol. 50, no. 2, pp. 871-886, Apr. 2014. Paper:
O. Besson, N. Dobigeon and J.-Y. Tourneret, "Joint Bayesian estimation of close subspaces from noisy measurements", IEEE Signal Process. Letters, vol 21, no. 2, pp. 168-171, Feb. 2014. Paper:
N. Dobigeon, J.-Y. Tourneret, C. Richard, J. C. M. Bermudez, S. McLaughlin and A. O. Hero, "Nonlinear unmixing of hyperspectral images: models and algorithms," IEEE Signal Process. Magazine, vol. 31, no 1, pp. 82-94, Jan. 2014. Paper:
M. Pereyra, N. Dobigeon, H. Batatia and J.-Y. Tourneret, "Computing the Cramer-Rao bound of Markov random field parameters: Application to the Ising and the Potts models," IEEE Signal Process. Lett., vol. 21, no 1, pp. 47-50, Jan. 2014. Paper:
F. Pascal, L. Bombrun, J.-Y. Tourneret and Y. Berthoumieu, "Parameter estimation for multivariate generalized Gaussian distributions," IEEE Trans. Sig. Process., vol. 61, no. 23, pp. 5960-5971, Dec. 2013. Paper:
R. Prévost, M. Coulon, D. Bonacci, J. LeMaitre, J.-P. Millerioux and J.-Y. Tourneret, "CRC-based detection algorithms for AIS signals received by satellite," Int. J. Satell. Commun. Network., vol. 31, no. 4, pp. 157-176, Jul/Aug. 2013. Paper:
C. Bazot, N. Dobigeon, J.-Y. Tourneret, A. Zaas, G. S. Ginsburg and A. O. Hero, "Unsupervised Bayesian linear unmixing of gene expression microarrays," BMC Bioinformatics, vol. 14, March 2013. Paper:
M. Pereyra, N. Dobigeon, H. Batatia and J.-Y. Tourneret, "Estimating the granularity coefficient of a Potts-Markov random field within an MCMC algorithm," IEEE Trans. on Image Process., vol. 22, no. 6, pp. 2385-2397, June 2013. Paper:
Y. Altmann, N. Dobigeon, S. McLaughlin and J.-Y. Tourneret, "Nonlinear spectral unmixing of hyperspectral images using Gaussian processes," IEEE Trans. Sig. Process., vol. 61, no. 10, pp. 2442-2453, May 2013. Paper:
F. Chatelain, P. Bernardoff and J.-Y. Tourneret, "Masses of negative multinomial distributions. Application to polarimetric image processing," Journal of Probability and Statistics, vol. 2013, article ID 170967. Paper:
Y. Altmann, N. Dobigeon and J.-Y. Tourneret, "Nonlinearity Detection in Hyperspectral Images Using a Polynomial Post-Nonlinear Mixing Model," IEEE Trans. Image Process., vol. 22, no. 4, pp. 1267-1276, Apr. 2013. Paper:
A. Halimi, C. Mailhes, J.-Y. Tourneret, P. Thibaut and F. Boy, "Parameter Estimation for Peaky Altimetric Waveforms," IEEE Trans. Geosci. Remote Sensing, vol. 51, no. 3, pp. 1568-1577, March 2013. Paper:
F. Deudon, S. Bidon, O. Besson and J.-Y. Tourneret, "Velocity dealiased spectral estimators of range migrating targets using a single low-PRF wideband waveform," IEEE Trans. Aerosp. Electron. Syst., vol. 49, no. 1, pp. 244-265, Jan. 2013. Paper:
O. Eches, J. A. Benediktsson, N. Dobigeon and J.-Y. Tourneret, "Adaptive neighborhood based MRF for joint unmixing and segmentation of hyperspectral images," IEEE Trans. Image Process., vol. 22, no. 1, pp. 5-16, Jan. 2013. Paper:
R. Shirvany, M. Chabert and J.-Y. Tourneret, "Estimation of the Degree of Polarization for Hybrid/Compact and Linear Dual-pol SAR Intensity Images: Principles and Applications," IEEE Trans. Geosci. Remote Sensing, vol. 51, no. 1, pp. 539-551, Jan. 2013. Paper:
M. Pereyra, N. Dobigeon, H. Batatia and J.-Y. Tourneret, "Segmentation of skin lesions in 2D and 3D ultrasound images using a spatially coherent generalized Rayleigh mixture model," IEEE Trans. Medical Imaging, vol. 31, no. 8, pp. 1509-1520, Aug. 2012. Paper:
O. Besson, N. Dobigeon and J.-Y. Tourneret, "CS decomposition based Bayesian subspace estimation," IEEE Trans. Sig. Process., vol. 60, no 8, pp. 4210-4218, Aug. 2012. Paper:
R. Shirvany, M. Chabert and J.-Y. Tourneret, "Ship and Oil Spill Detection using the Degree of Polarization in Linear and Hybrid/Compact Dual-pol SAR,"IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. (JSTARS), vol. 5, no. 3, pp. 885-892, June 2012. Paper:
Y. Altmann, A. Halimi, N. Dobigeon and J.-Y. Tourneret, "Supervised nonlinear spectral unmixing using a post-nonlinear mixing model for hyperspectral imagery," IEEE Trans. Image Process., vol. 21, no. 6, pp. 3017-3025, June 2012. Paper:
G. Kail, J.-Y. Tourneret, N. Dobigeon and F. Hlawatsch, "Blind Deconvolution of Sparse Pulse Sequences under a Minimum Distance Constraint: A Partially Collapsed Gibbs Sampler Method," IEEE Trans. Sig. Process., vol. 60, no. 6, pp. 2727-2743, June 2012. Paper:
W. D. Parreira, J. C. M. Bermudez, C. Richard and J.-Y. Tourneret, "Stochastic Behavior Analysis of the Gaussian Kernel-Least-Mean-Square Algorithm," IEEE Trans. Sig. Process., vol. 60, no. 5, pp. 2208-2222, May 2012. Paper:
O. Besson, N. Dobigeon and J.-Y. Tourneret, "Minimum mean square distance estimation of a subspace," IEEE Trans. Sig. Process., vol.59, no 12, pp. 5709-5720, dec. 2011. Paper:
O. Eches, N. Dobigeon and J.-Y. Tourneret, "Enhancing hyperspectral image unmixing with spatial correlations," IEEE Trans. Geosci. Remote Sensing, vol. 49, no 11, pp. 4239-4247, nov. 2011. Paper:
A. Halimi, Y. Altmann, N. Dobigeon and J.-Y. Tourneret, "Nonlinear unmixing of hyperspectral images using a generalized bilinear model," IEEE Trans. Geosci. Remote Sensing, vol. 49, no 11, pp. 4153-4162, nov. 2011. Paper:
N. Bershad, J. Bermudez and J.-Y. Tourneret, "Stochastic analysis of an error power ratio scheme applied to the affine combination of two LMS adaptive filters", Signal Processing, vol. 91, no. 11, pp. 2615-2622, nov. 2011. Paper:
V. Poulain, J. Inglada, P. Marthon, M. Spigai and J.-Y. Tourneret, "High resolution optical and SAR image fusion for building database updating," IEEE Trans. Geosci. Remote Sensing, vol. 49, no 8, pp. 2900-2910, Aug. 2011. Paper:
S. Bidon, O. Besson and J.-Y. Tourneret, "Knowledge-aided STAP in heterogeneous clutter using a hierarchical Bayesian algorithm", IEEE Trans. Aerosp. Electron. Syst., vol. 43, no. 3, pp. 1863-1879, 2011. Paper:
C. Lin, C. Mailhes and J.-Y. Tourneret, "P and T-wave delineation in ECG signals using a Bayesian approach and a partially collapsed Gibbs sampler", IEEE Trans. Biomed. Eng., vol. 57, no. 12, pp. 2840 - 2849, Dec. 2010. Matlab codes: Paper:
A. Giremus, J.-Y. Tourneret and A. Doucet, "A Fixed-lag particle filter for the joint detection/compensation of interference effects in GPS navigation," IEEE Trans. Sig. Proc. Process., vol. 58, no. 12, pp. 6066-6079, Dec. 2010. Paper:
M. Spangenberg, V. Calmettes, O. Julien, J.-Y. Tourneret and G. Duchâteau, "Detection of variance changes and mean value jumps in measurement noise for multipath mitigation in urban navigation," Journal of the Institute of Navigation, vol. 57, no 1, pp. 35-52, Spring 2010. Paper:
A. Puengnim, N. Thomas, J.-Y. Tourneret and J. Vidal, "Classification of linear and non-linear modulations using the Baum-Welch algorithm and MCMC methods," Eurasip Signal Processing, vol. 90, no. 12, pp. 3242-3255, Dec. 2010. Paper:
L. Chaâri, J.-C. Pesquet, J.-Y. Tourneret, P. Ciuciu and A. Benazza-Benyahia, "A hierarchical Bayesian model for frame representation," IEEE Trans. Sig. Proc. Process., vol. 58, no. 11, pp. 5560-5571, Nov. 2010. Paper:
M. Davy and J.-Y. Tourneret "Generative Supervised Classification using Dirichlet Process Priors", IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 32, no. 10, pp. 1781-1794, Oct. 2010. Paper:
O. Eches, N. Dobigeon, and J.-Y. Tourneret, "Estimating the number of endmembers in hyperspectral images using the normal compositional Model and a hierarchical Bayesian model," IEEE J. Sel. Topics Signal Process., vol. 4, no. 3, pp. 1-10, Jun. 2010. Paper:
O. Eches, N. Dobigeon, C. Mailhes and J.-Y. Tourneret, "Bayesian estimation of linear mixtures using the normal compositional Model. Application to hyperspectral imagery," IEEE Trans. on Image Process., vol. 19, no. 6, pp. 1-11, Jun. 2010. Paper:
N. Dobigeon and J.-Y. Tourneret, "Bayesian Orthogonal Component Analysis for Sparse Representation", IEEE Trans. Sig. Process., vol. 58, no. 5, pp. 2675-2685, May. 2010.
N. Dobigeon, S. Moussaoui, J.-Y. Tourneret and C. Carteret, "Bayesian separation of spectral sources under non-negativity and full additivity constraints", Eurasip Signal Processing, vol. 89, no. 12, pp. 2657-2669, Dec. 2009. Paper:
N. Dobigeon, S. Moussaoui, M. Coulon, J.-Y. Tourneret and A. O. Hero, "Joint Bayesian endmember extraction and linear unmixing for hyperspectral imagery," IEEE Trans. Sig. Process., vol. 57, no. 11, pp. 4355-4368, Nov. 2009. Paper:
J. Huerta, J. Vidal, A. Giremus and J.-Y. Tourneret, "Joint Particle Filter and UKF Position Tracking in Severe NLOS Situations", IEEE J. Sel. Topics Signal Process., vol. 3, no 5, pp. 874-888, Oct. 2009. Paper:
N. Dobigeon, J.-Y. Tourneret and A.O. Hero, "Hierarchical Bayesian sparse image reconstruction with application to MRFM," IEEE Trans. on Image Process., vol. 18, no. 9, pp. 2059-2070, Sept. 2009. Paper:
F. Chatelain, S. Lambert-Lacroix and J.-Y. Tourneret, "Pairwise likelihood estimation for multivariate mixed Poisson models generated by Gamma intensities," Statistics and Computing, vol. 19, no 3, pp. 283-301, Sep. 2009. Paper:
F. Chatelain, J.-Y. Tourneret, M. Roche and M. Alouini "Estimating the polarization degree of polarimetric images in coherent illumination using maximum likelihood methods," Journal of the Optical Society of America A, vol 26, no 6, pp. 1348-1359, June 2009. Paper:
J.-Y. Tourneret, N. Bershad and J. C. M. Bermudez, "Echo Cancellation - the Generalized Likelihood Ratio Test for Double-Talk vs. Channel Change", IEEE Trans. Sig. Proc., vol. 57, no 3, pp. 916-926, March 2009. Paper:
S. Bidon, O. Besson and J.-Y. Tourneret, "Bounds for estimation of covariance matrices from heterogeneous samples", IEEE Trans. Sig. Proc., vol. 56, no 7, pp. 3357-3362, July 2008. Paper:
N. Dobigeon, J.-Y. Tourneret and C.-I Chang, "Semi-supervised linear spectral unmixing using a hierarchical Bayesian model for hyperspectral imagery," IEEE Trans. Signal Processing, vol. 56, no. 7, pp. 2684-2695, Jul. 2008.
Paper: [ BIBT_EX ]. Related technical report: [ BIBT_EX ].
N. Bershad, J. C. M. Bermudez and J.-Y. Tourneret, "An Affine Combination of two LMS Adaptive Filters - Transient Mean-Square Analysis," IEEE Trans. Sig. Proc., vol. 56, no 5, pp. 1853-1864, May. 2008. Paper:
S. Bidon, O. Besson and J.-Y. Tourneret, "The Adaptive Coherence Estimator is the Generalized Likelihood Ratio Test for a Class of Heterogeneous Environments," IEEE Signal Process. Letters, vol 15, pp. 281-284, 2008. Paper:
F. Chatelain, J.-Y. Tourneret and J. Inglada, "Change detection in multisensor SAR images using bivariate gamma distributions," IEEE Trans. Image Processing, vol. 17, no 3, pp. 249-258, March 2008. Paper:
S. Bidon, O. Besson and J.-Y. Tourneret, "Covariance matrix estimation with heterogeneous samples," IEEE Trans. Sig. Proc., vol. 56, no 3, pp. 909-920, March 2008. Paper:
N. Bershad, J. C. M. Bermudez and J.-Y. Tourneret, "Stochastic Analysis of the LMS Algorithm for System Identification with Subspace Inputs," IEEE Trans. Sig. Proc., vol. 56, no 3, pp. 1018-1027, March 2008. Paper:
S. Bidon, O. Besson and J.-Y. Tourneret, "A Bayesian Approach to Adaptive Detection in Non-Homogeneous Environments," IEEE Trans. Sig. Proc., vol. 56, no 1, pp. 205-217, Jan. 2008. Paper:
N. Dobigeon and J.-Y. Tourneret, "Joint segmentation of wind speed and direction using a hierarchical model," Computational Statistics & Data Analysis, vol. 51, no. 12, pp. 5603-5621, Aug. 2007. Paper: [ BIBT_EX ].
F. Chatelain, J.-Y. Tourneret, J. Inglada and A. Ferrari, "Bivariate Gamma Distributions for Image Registration and Change Detection," IEEE Trans. on Image Processing, vol. 16, no. 7, pp. 1796-1806, July 2007. Paper:
A. Ferrari, G. Letac and J.-Y. Tourneret, "Exponential Families of Mixed Poisson Distributions," Journal of Multivariate Analysis, vol. 98, no. 6, pp. 1283-1292, July 2007. Paper:
O. Besson, J.-Y. Tourneret et S. Bidon, "Knowledge-aided Bayesian detection in heterogeneous environments," IEEE Signal Process. Letters, vol 14, no. 5, pp. 355-358, May 2007. Paper:
N. Dobigeon, J.-Y. Tourneret and M. Davy, "Joint segmentation of piecewise constant autoregressive processes by using a hierarchical model and a Bayesian sampling approach," IEEE Trans. Signal Processing, vol. 55, no. 4, pp. 1251-1263, April 2007.
Paper: [ BIBT_EX ]. Related technical report: [ BIBT_EX ].
A. Giremus, J.-Y. Tourneret and V. Calmettes, "A Particle filter approach for joint detection/estimation of Multipath effects on GPS measurements," IEEE Trans. Sig. Proc., vol. 55, no. 4, pp. 1275-1285, April 2007. Paper:
N. Dobigeon, J.-Y. Tourneret and J. D. Scargle, "Joint Segmentation of Multivariate Astronomical Time Series : Bayesian Sampling with a Hierarchical Model," IEEE Trans. Signal Processing, vol. 55, no. 2, pp. 414-423, Feb. 2007. Paper: [ BIBT_EX ].
N. Bershad and J.-Y. Tourneret, "Echo Cancellation - A Likelihood Ratio Test for Double Talk Versus Channel Change," IEEE Trans. Sig. Proc., vol. 54, no 12, pp. 1--10, December 2006. Paper:
Y. Laksari, H. Aubert, D. L. Jaggard and J. Y. Tourneret, "Lacunarity of Fractal Superlattices: a Remote Estimation using Wavelets," IEEE Trans. on Antennas, vol. 53, no 4, pp. 1358-1363, April 2005. Paper:
B. Picinbono and Jean-Yves Tourneret, "Singular ARMA signals," IEEE Trans. Sig. Proc., vol.53 , no 2, pp. 499-504, February 2005. Paper:
J.-Y. Tourneret, A. Ferrari and A. Swami, "Cramer-Rao lower bounds for change-points in additive and multiplicative noise," Signal Processing, vol. 84, no 7, pp. 1071-1088, July 2004. Paper:
J.-Y. Tourneret, M. Doisy and M. Lavielle, "Bayesian Retrospective Detection of Multiple Changepoints corrupted by Multiplicative Noise. Application to SAR Image Edge Detection," Signal Processing, vol. 83 , no 9, pp. 1871-1887, September 2003. Paper:
A. Ferrari, J.-Y. Tourneret and G. Alengrin, "Parametric Modeling of Photometric Signals," Signal Processing, vol. 82, no 4, pp. 649-661, April 2002. Paper:
M. Davy, C. Doncarli and J.-Y. Tourneret, "Classification of Chirp Signals using Hierarchical Bayesian Learning and MCMC Methods," IEEE Trans. Sig. Proc., vol. 50, no 2, pp. 377-388, Feb. 2002. Paper:
J.-Y. Tourneret, S. Lesage and P. M. Djuric, "Digital Modulation Classification using MCMC Methods," Monte Carlo Methods and Applications, vol. 7, no 3-4, pp. 273-283, 2001.
M. Coulon, J.-Y. Tourneret and A. Swami, "Detection of Multiplicative Noise in Stationary Random Processes using Second and Higher-Order Statistics," IEEE Trans. Sig. Proc., vol. 48, no 9, pp. 2566-2574, Sept. 2000. Paper:
M. Chabert, J.-Y. Tourneret and F. Castanié, "Time Scale Analysis of Abrupt Changes corrupted by Multiplicative Noise," Signal Processing, vol. 80, no 3, pp. 397-411, March 2000. Paper:
J.-Y. Tourneret, "Detection and Estimation of Abrupt Changes contaminated by Multiplicative Gaussian Noise," Signal Processing, vol. 68, no 3, pp. 259-270, 1998. Paper:
J.-Y. Tourneret, "Statistical Properties of Line Spectrum Pairs," Invited paper for the special issue on Distribution Theory, Signal Processing, vol. 65, no 2, pp. 239-255, 1998. Paper:
J.-Y. Tourneret, "Normality of a Non-linear Transformation of AR Parameters: Application to Reflection and Cepstrum Coefficients," Signal Processing, vol 62, no 1, pp. 1-14, 1997. Paper:
J.-Y. Tourneret and B. Lacaze, "MA blind Identification based on Order Statistics. Application to binary-driven Systems," Signal Processing, vol. 51, no 1, pp. 15-28, 1996.
J.-Y. Tourneret and B. Lacaze, "On the Statistics of Estimated Cepstrum and Reflection Coefficients of an AR Process", Signal Processing, vol. 43, no 3, pp. 253-267, May 1995.

National Journal Papers

J. Prendes, M. Chabert, F. Pascal, A. Giros and J.-Y. Tourneret, "Performance Assessment of a Recent Change Detection Method for Homogenous and Heterogeneous Images," Revue Française de Photogrammétrie et de Télédétection, vol. 209, pp. 23-29, 2015. Paper:
S. Bidon, O. Besson et J.-Y. Tourneret, "Synthèse des traitements STAP pour la détection en environnement hétérogène," Traitement du Signal, no 1-2, pp. 81-112, 2011. Paper:
N. Dobigeon, S. Moussaoui, M. Coulon, J.-Y. Tourneret and A. O. Hero, "Algorithmes Bayésiens pour le démélange supervisé, semi-supervisé et non-supervisé d'images hyperspectrales," Traitement du Signal, vol. 27, no 1, pp. 79-108, 2010. Paper :
F. Chatelain, A. Ferrari and J. Y. Tourneret, "Lois de Poisson mélangées multivariées : application à la détection en présence de speckle", Traitement du Signal, vol. 26, no 3, pp. 1-12, 2009. Paper:
J.-Y. Tourneret and B. Lacaze, "Etude et Simulation des lois de Probabilité des sorties de modèles paramétriques", Traitement du Signal, vol. 11, no 3, pp. 271-282, 1994. Paper:

International Conference Papers

2025

S. Ken, W. Labriji, A. Aissaoui, L. Chaari, J.-Y. Tourneret and E. Moyal, "Longitudinal MRI radiomics and MSRI metabolic signatures for progression-free survival prediction in glioblastoma", Proc. ESMRMB 2025, Marseille, France, Oct. 8-11, 2025.
D. S. Pene, S. Labsir, J. Lesouple and J.-Y. Tourneret, "A Nex Geometric Regression with Inputs-Outputs on Lie Groups", Proc. Conf. On Geometric Science of Information (GSI'2025), Saint Malo, France, Oct. 29-31, 2025.
K. Leon, A. Halimi, H. Wendt and J.-Y. Tourneret, "Bayesian Unsupervised Multifractal Image Segmentation using a Multiscale Graph Label Prior", Proc. Conf. on Sig. Proc. (EUSIPCO'25), Palermo, Sicily, Sep. 8-12, 2025.
H. McPhee, L. Ortega and J.-Y. Tourneret, "Comparisons of Robust Estimators for a Robust Time Scale in a Swarm of Satellites", Proc. Conf. on Sig. Proc. (EUSIPCO'25), Palermo, Sicily, Sep. 8-12, 2025.
J. El Haouari, F. Elvander, J.-M. Gaucel, C. Pittet, J.-Y. Tourneret and H. Wendt, "Joint ISRF and Spectral Shift Estimation for Spectrometer Calibration using Optimal Transport", Proc. Conf. on Sig. Proc. (EUSIPCO'25), Palermo, Sicily, Sep. 8-12, 2025.
G. Heurtier, J.-Y. Tourneret, L. Ferro-Famil and F. Larue, "A Non-parametric method for Landsat-Derived Bathymetry of Northern Alaska Lakes", Proc. Conf. on Sig. Proc. (EUSIPCO'25), Palermo, Sicily, Sep. 8-12, 2025.
W. Labriji, J.-Y. Tourneret and H. Wendt, "Voxel-based Analysis of Predicting Recurrence in Post-operative Glioblastoma Using Magnetic Resonance Spectroscopy Imaging : Beyond the Cho/NAA Ratio", Proc. European Society of Radiotherapy and Oncology (ESTRO’2025), Vienna, Austria, May 2-6, 2025.
J. El Haouari, J.-M. Gaucel, C. Pittet, J.-Y. Tourneret and H. Wendt, "Estimating Instrument Spectral Response Functions Using Sparse Representations and Quadratic Envelopes ", Proc. IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2025), Hyderabad, India, Apr. 6-11, 2025.

2024

J. El Haouari, J.-M. Gaucel, C. Pittet, J.-Y. Tourneret and H. Wendt, "On-ground and in-flight estimation of instrument spectral responses in presence of measurement errors", Proc. Int. Conf. on Space Optics (ICSO'2024), Antibes Juans-les Pins, France, Oct. 21-25, 2024.
Y. El Bennioui, A. Halimi, A. Basarab and J.-Y. Tourneret, "Fusion of magnetic resonance and ultrasound images using guided filtering: applicayion to endometriosis surgery", Proc. Conf. on Sig. Proc. (EUSIPCO'24), Lyon, France, Aug. 26-30, 2024.
J. El Haouari, J.-Y. Tourneret, H. Wendt, J.-M. Gaucel and C. Pittet, "Estimation of Instrument Spectral Response Functions in Presence of Radiometric Errors", Proc. Conf. on Sig. Proc. (EUSIPCO'24), Lyon, France, Aug. 26-30, 2024.
Y. Boutizarzist, J. Lesouple and J.-Y. Tourneret, "Robust hypersphere fitting from noisy data using Gibbs sampling", Proc. Conf. on Sig. Proc. (EUSIPCO'24), Lyon, France, Aug. 26-30, 2024.
V. Mangé, J.-Y. Tourneret, F. Vincent, L. Mirambell and F. Manzoni "Track-to-Track AIS / Radar Association and Uncertainty Estimation by Coherent Point Drift", Proc. Conf. on Sig. Proc. (EUSIPCO'24), Lyon, France, Aug. 26-30, 2024.
H. McPhee J.-Y. Tourneret, D. Valat, J. Delporte, Y. Grégoire and P. Paimblanc "Misspecified Cramér-Rao Bounds for Anomalous Clock Data in Satellite Constellations", Proc. Conf. on Sig. Proc. (EUSIPCO'24), Lyon, France, Aug. 26-30, 2024.
V. Mangé, Y. Anezin, J.-Y. Tourneret, F. Vincent, L. Mirambell and F. Manzoni, "Detecting Abnormal Ship Trajectories using Functional Isolation Forests and Dynamic Time Warping", Proc. Conf. on Sig. Proc. (EUSIPCO'24), Lyon, France, Aug. 26-30, 2024.
K. Leon, S. Fabre, F. Manzoni, L. Mirambell and J.-Y. Tourneret, "A multiscale anomaly detection framework for AIS trajectories vi heat graph Laplacian diffusion", Proc. Conf. on Sig. Proc. (EUSIPCO'24), Lyon, France, Aug. 26-30, 2024.
R. Mignot, V. Mangé, K. Usevich, M. Clausel, J.-Y. Tourneret and F. Vincent, "Anomaly detection using multiscale signatures", Proc. Conf. on Sig. Proc. (EUSIPCO'24), Lyon, France, Aug. 26-30, 2024.
C. Cheng, S. Yildirim and J.-Y. Tourneret, "Auxiliary Particle Filtering with Variational Inference for Jump Markov Systems with Unknown Measurement Noise Covariance", Proc. Conf. on Sig. Proc. (EUSIPCO'24), Lyon, France, Aug. 26-30, 2024.
J. El Haouari, J.-M. Gaucel, C. Pittet, J.-Y. Tourneret and H. Wendt "Estimation of Instrument Spectral Response Functions Using Sparse Representations in a Dictionary," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'24), Athens, Greece, July 7-12, 2024.
W. Labriji, S. Kenn G. Dormio, J.-Y. Tourneret, E. Cohen-Jonathan Moyal and L. Chaari, "A Bayesian Sparse Model for Complex_Valued Magnteic Resonance Spectroscopy Restoration," Proc. of Int. Symp. Biomed. Imaging (ISBI'2024), Athens, Greece, May 27-30, 2024.

2023

Y. El Bennioui, A. Bruguier, F. Vidal, A. Basarab et J.-Y. Tourneret, "Fusion of Ultrasound and Magnetic Resonance Image for Edometriosis Diagnosis: A Non-Parametric Approach," Proc. International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’23), San Jose, Costa Rica, Dec. 10-13, 2023.
L. Leon, H. Wendt, J.-Y. Tourneret and P. Abry, "A robust model and its EM algorithm for the estimation of the multifractality parameter", Proc. Conf. on Sig. Proc. (EUSIPCO'23), Helsinki, Finland, Sept. 4-8, 2023.
Y. El Bennioui, F. Vidal, A. Basarab and J.-Y. Tourneret, "Joint registration and fusion of 3D magnetic resonance and 2D ultrasound images for endometriosis surgery", Proc. Conf. on Sig. Proc. (EUSIPCO'23), Helsinki, Finland, Sept. 4-8, 2023.
A. Baron, P.-B. Lambert, P. Delande, J.-Y. Tourneret, J. lesouple and S. Fabre "Improving early life satellite AI monitoring using transfer learning," Proc. of 17th Int. Conf. on Space Operations (SpaceOps), Dubai, United Arab Emirates, March 6-10, 2023.
H. McPhee, J.-Y. Tourneret, P. Paimblanc, D. Valat, J. Delporte and Y. Grégoire, "A robust time scale based on maximum likelihood estimation," Proc. of ION Precise Time and Time Interval Meeting, Long Beach, CA, USA, Jan. 23-26, 2023

2022

H. Wendt, L. Leon, J.-Y. Tourneret and P. Abry, "Multifractal Anomaly Detection in Images via Space-Scale Surrogates," Proc. of Int. Conf. on Image Process. (ICIP), Bordeaux, France, Oct. 16-19, 2022.
J. Lesouple, P. Burger and J.-Y. Tourneret, "An EM Algorithm for Mixtures of Hyperspheres", Proc. Conf. on Sig. Proc. (EUSIPCO'22), Belgrade, Serbia, Aug. 29-Sept. 2, 2022.
L. Leon, H. Wendt, J.-Y. Tourneret and P. Abry, "A Comparison of Bayesian Estimators for the Parameters of the Bivariate Multifractal Spectrum", Proc. Conf. on Sig. Proc. (EUSIPCO'22), Belgrade, Serbia, Aug. 29-Sept. 2, 2022.
F. Mouret, M. Albughdadi, S. Duthoit, D. kouamé and J.-Y. Tourneret, "Robust Estimation of Gaussian Mixture Models Using Anomaly Scores and Bayesian Information Criterion for Missing Value Imputation", Proc. Conf. on Sig. Proc. (EUSIPCO'22), Belgrade, Serbia, Aug. 29-Sept. 2, 2022.
V. Perrier, E. Lochin, J.-Y. Tourneret, N. Kühn and P. Gélard, "Attention Networks for Time Series Regression and Application to Congestion Control", Proc. Workshop on Network Intelligence (NI 2022), Catania, Italy, June 13-16, 2022.
V. Perrier, E. Lochin, J.-Y. Tourneret, N. Kühn and P. Gélard, "How Attention Deep Learning Can Improve COPA Congestion Control Performance", Proc. Int. Wireless Commun. Mobile Comput. Conf. (IWCMC'22), Dubrovnik, Croatia, May. 30-June 3, 2022.

2021

G. Geoffroy, L. Chaari, J.-Y. Tourneret and H. Wendt, "Drowsiness detection using joint EEG-ECG data with deep learning", Proc. Conf. on Sig. Proc. (EUSIPCO'21), Dublin, Ireland, Aug. 23-27, 2021.
L. Leon, H. Wendt, J.-Y. Tourneret and P. Abry, "Bayesian Estimation for the Parameters of the Bivariate Multifractal Spectrum", Proc. Conf. on Sig. Proc. (EUSIPCO'21), Dublin, Ireland, Aug. 23-27, 2021.
J. Lesouple, B. Pilastre, Y. Altmann and J.-Y. Tourneret, "Robust Hypersphere Fitting from Noisy Data Using an EM Algorithm", Proc. Conf. on Sig. Proc. (EUSIPCO'21), Dublin, Ireland, Aug. 23-27, 2021. Invited paper.
J.-Y. Tourneret, A. Basarab, N. Ouzir and Q. Wei "Sparse Representations and Dictionary Learning : From Image Fusion to Motion Estimation," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'21), Brussels, Belgium, July 11-16, 2021.
P.-B. Lambert, B. Pilastre, J.-Y. Tourneret, L. Boussouf, S. d’Escrivan and P. Delande, "Multivariate Anomaly Detection in Discrete and Continuous Telemetry Signals Using a Sparse Decomposition Into a Dictionary," Proc. of Space Operations (SpaceOps), Cape Town, South Africa, May 3-5, 2021.

2020

O. El Mansouri, A. Basarab, F. Vidal, D. Kouamé and J.-Y. Tourneret, “Joint Image Fusion and Registration of Magnetic Resonance and Ultrasound Images," Proc. of Int. Ultrasonics Symp., Las Vegas, Sep. 7-11, 2020.
M. Hourani, A. Basarab, F. Varray, D. Kouamé and J.-Y. Tourneret, “Block-wise Image Deconvolution from Fundamental and Harmonic Images," Proc. of Int. Ultrasonics Symp., Las Vegas, Sep. 7-11, 2020.
Q. Demoulin, F. Lefebvre-Albaret, A. Basarab, D. Kouamé and J.-Y. Tourneret, "Wing 3D reconstruction by constraining the bundle adjustment with mechanical limitations", Proc. of 25th Conf. on Sig. Proc. (EUSIPCO'20), Amsterdam, The Netherlands, Aug. 24-28, 2020.
J. Lesouple and J.-Y. Tourneret, "Incorporating user feedback into one-class support vector machines for anomaly detection", Proc. Conf. on Sig. Proc. (EUSIPCO'20), Amsterdam, The Netherlands, Aug. 24-28, 2020.
Q. Demoulin, F. Lefebvre-Albaret, A. Basarab, D. Kouamé and J.-Y. Tourneret, "Constrained bundle adjustment applied to wing 3D reconstruction with mechanical limitations," Proc. of Int. Conf. on Image Process. (ICIP), Abu Dhabi, United Arab Emirates, Oct. 25-28, 2020.
O. El Mansouri, A. Basarab, M. Figueiredo, D. Koumé and J.-Y. Tourneret, "Ultrasound and magnetic resonance image fusion using a patch-wise polynomial model," Proc. of Int. Conf. on Image Process. (ICIP), Abu Dhabi, United Arab Emirates, Oct. 25-28, 2020.
Q. Demoulin, F. Lefebvre Albaret, J.-Y. Tourneret, A. Basarab and D. Kouamé, "New flexible photogrammetry instrumentation for wing deformation measurement in Airbus," Proc. of European Test and Telemetry Conf. (ETTC'2020), Nuremberg, Germany, June 23-25, 2020.
B. Pilastre, G. Silva, L. Boussouf, S. D’Escrivan, P. Rodriguez and J.-Y. Tourneret, "Anomaly detecrtion in mixed time-series using a convolutional sparse representation with application to spacecraft health monitoring," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2020), Barcelona, Spain, May 4-8, 2020.
M. Hourani, A. Basarab, D. Kouamé, J.-Y. Tourneret, O. Michailovich, G. Matrone and A. Ramalli, "Blind deconvolution of fundamental and harmonic ultrasound images," Proc. of Int. Symp. Biomed. Imaging (ISBI'2020), Iowa City, Iowa, USA, April 3-7, 2020.

2019

N. Dias, C. Noriega-Wandurraga, A. Basarab, J.-Y. Tourneret and H. Arguello, "Adpative coded aperture design by motion estimation using convolutional sparse coding in compressive spectral video sensing," Proc. of 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’19), Guadeloupe, West Indies, Dec. 15-19, 2019.
J. Tachella, Y. Altmann, S. McLaughlin and J.-Y. Tourneret, "Real-time 3D color imaging with single-photon LIDAR data," Proc. of 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’19), Guadeloupe, West Indies, Dec. 15-19, 2019.
M. Carlsson, J.-Y. Tourneret and H. Wendt, "Unbiased group-sparsity sensing using quadratic envelopes," Proc. of 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’19), Guadeloupe, West Indies, Dec. 15-19, 2019.
B. Pilastre, L. Boussouf, S. D’Escrivan and J.-Y. Tourneret, "Multivariate anomaly detection in mixed telemetry time-series using a sparse decomposition," Proc. of 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’19), Guadeloupe, West Indies, Dec. 15-19, 2019.
P. Goupil, S. Urbano, J.-Y. Tourneret and E. Chaumette, “When Anomalies Meet Aero-elasticity : An Aerospace Industry Illjustration of Fault Detection Challenges," Proc. of World Conference on Condition Monitoring (WCCM), Singapore, Dec. 2-5, 2019.
B. Pilastre, J.-Y. Tourneret, L. Boussouf and S. D’Escrivan, “Spacecraft Health Monitoring Using a Weighted Sparse Decomposition," Proc. of World Conference on Condition Monitoring (WCCM), Singapore, Dec. 2-5, 2019.
N. Ouzir, A. Basarab, J. Bioucas Dias and J.-Y. Tourneret, “Robust cardiac motion estimation with dictionary learning and temporal regularization for ultrasound imaging," Proc. of Int. Ultrasonics Symp., Glasgow, Scotland, Oct. 6-9, 2019.
M. Hourani, A. Basarab, D. Kouamé and J.-Y. Tourneret, “Joint Deconvolution of Fundamental and Harmonic Ultrasound Images," Proc. of Int. Ultrasonics Symp., Glasgow, Scotland, Oct. 6-9, 2019.
O. El Mansouri, A. Basarab, D. Kouamé and J.-Y. Tourneret, “Fusion of Magnetic Resonance and Ultrasound Images for Endometriosis Detection," Proc. of Int. Ultrasonics Symp., Glasgow, Scotland, Oct. 6-9, 2019.
N. Dias, A. Basarab, H. Arguello and J.-Y. Tourneret, "Cardiac Motion Estimation Using Convolutional Sparse Coding", Proc. of 25th Conf. on Sig. Proc. (EUSIPCO'19), A Coruna, Spain, Sep. 2-6, 2019.
J. Tachella, Y. Altmann, S. McLaughlin and J.-Y. Tourneret, "Fast Surface Detection in Single-Photon Lidar Waveforms", Proc. of 25th Conf. on Sig. Proc. (EUSIPCO'19), A Coruna, Spain, Sep. 2-6, 2019.
O. El Mansouri, A. Basarab, F.Vidal, D. Kouamé and J.-Y. Tourneret, "Magnetic Resonance and Ultrasound Image Fusion Using a PALM-Based Algorithm", Proc. of Workshop on Adaptive Sparse Structured Representations (SPARS'19), Toulouse, France, July 1-4, 2019.
M. Hourani, A. Basarab, D. Kouamé and J.-Y. Tourneret, "Fast Surface Detection in Single-Photon Lidar Waveforms", Proc. of Workshop on Adaptive Sparse Structured Representations (SPARS'19), Toulouse, France, July 1-4, 2019.
S. Urbano, E. Chaumette, P. Goupil and J.-Y. Tourneret, "On Nonparametric Identification of Wiener Systems with Deterministic Inputs," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2019), Brighton, UK, May 12-17, 2019.
J. Tachella, Y. Altmann, J.-Y. Tourneret and S. McLaughlin, "3D Reconstruction Using Single-Photon Lidar Data Exploiting the Widths of the Returns," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2019), Brighton, UK, May 12-17, 2019.
O. El Mansouri, A. Basarab, F. Vidal, D. Kouamé and J.-Y. Tourneret, "Fusion of Magnetic Resonance and Ultrasound Images: A Preliminary Study on Simulated Data," Proc. of Int. Symp. Biomed. Imaging (ISBI'2019), Venice, Italy, April 8-11, 2019.

2018

N. Ouzir, P. Chiril, A. Basarab and J.-Y. Tourneret, “Cardian Motion Estimation with Dictionary Learning and Robust Sparse Coding in Ultrasound Imaging," Proc. of Int. Ultrasonics Symp., Kobe, Japan, Oct. 22-25, 2018.
J. Lesouple, F. Barbiero, F. Faurie, M. Sahmoudi and J.-Y. Tourneret, "Robust Covariance Matrix Estimation and Sparse Bias Estimation for Multipath Mitigation," Proc. of ION, Miami, Florida, Sep. 24-28, 2018.
L. Chaari, H. Batatia and J.-Y. Tourneret, "A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems", Proc. of 24th Conf. on Sig. Proc. (EUSIPCO'18), Rome, Italy, Sep. 3-7, 2018.
J. Tachella, Y. Altmann, M. Pereyra, S. McLaughlin and J.-Y. Tourneret, "Bayesian Restoration of high-Dimensional Photon-Straved Images", Proc. of 24th Conf. on Sig. Proc. (EUSIPCO'18), Rome, Italy, Sep. 3-7, 2018, Invited paper.
J. Lesouple, F. Barbiero, J.-Y. Tourneret, "Smooth Bias Estimation for Multipath Mitigation Using Sparse Estimation," Proc. of Int. Conf. on Fusion (Fusion’2018), Cambridge, United Kingdom, July 10-13, 2018, Invited paper.
J. Lesouple, J.-Y. Tourneret, F. Barbiero, M. Sahmoudi and F. Faurie, "Multipath Mitigation in Global Navigation Satellite Systems Using a Bayesian Hierarchical Model with Bernoulli Laplacian Priors," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'18), Freiburg, Germany, June 10-13, 2018.
S. Pinilla, J. Bacca, J.-Y. Tourneret and H. Arguello, "A Smoothing Stochastic Phase Retrieval Algorithm for Solving Random Quadratic Systems," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'18), Freiburg, Germany, June 10-13, 2018.
S. Urbano, E. Chaumette, P. Goupil and J.-Y. Tourneret, "Aircraft Vibration Detection and Diagnosis for Predictive Maintenance using a GLR Test," Proc. of IFAC Symp. On Fault Detection, Supervision and Safety for Technical Processes (Safeprocess'18), Warsaw, Poland, Aug. 29-31, 2018.
S. Urbano, E. Chaumette, P. Goupil and J.-Y. Tourneret, "On the High-SNR Receiver Operating Characteristics of the GLRT for the Conditional Signal Model," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2018), Calgary, Alberta, Canada, April 15-20, 2018.
M. Hourani, A. Basarab, D. Kouamé, J.-M. Girault and J.-Y. Tourneret, "Restoration of Ultrasonic Images using Non-linear System Identification and Deconvolution," Proc. of Int. Symp. Biomed. Imaging (ISBI'2018), Washington, D.C., USA, April 4-7, 2018.

2017

N. Ouzir, A. Basarab and J.-Y. Tourneret, "Optical Flow Estimation in Ultrasound Images Using a Sparse Representation," Proc. of 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’17), Curacao, Dutch Antilles, dec. 10-13, 2017.
E. Vargas, H. Arguello and J.-Y. Tourneret, "Spectral Image Fusion from Compressive Measurements Using Spectral Unmixing," Proc. of 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’17), Curacao, Dutch Antilles, dec. 10-13, 2017.
A. Halimi, H. Batatia, J. Le Digabel, G. Josse and J.-Y. Tourneret, "Statistical Modeling and Classification of Reflectance Confocal Microscopy Images ," Proc. of 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’17), Curacao, Dutch Antilles, dec. 10-13, 2017.
Q. Wei, E. Chouzenoux, J.-C. Pesquet and J.-Y. Tourneret, "A Fast Algorithm Based on a Sylvetser-like Equation fotr LS Regression with GMRF Prior," Proc. of 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’17), Curacao, Dutch Antilles, dec. 10-13, 2017.
N. Ouzir, O. Lairez, A. Basarab and J.-Y. Tourneret, "Tissue motion estimation using dictionary learning: application to cardiac amyloidosis" Proc. of Int. Ultrasonics Symp., Washington DC, USA, Sept. 6-9, 2017.
O. Espita, H. Arguello and J.-Y. Tourneret, "High-resolution spectral image reconstruction based on compressed data fusion," Proc. of Int. Conf. on Image Process. (ICIP'07), Beijing, China, Sept. 17-20, 2017. Technical report:
N. Ouzir, A. Basarab and J.-Y. Tourneret, "Cardiac motion estimation in ultrasound images using spatial and sprase regularizations," Proc. of Int. Conf. on Image Process. (ICIP'07), Beijing, China, Sept. 17-20, 2017.
C. Cheng, J. Zhou and J.-Y. Tourneret, "A kernel density-based particle filter algorithm for state and time-varying parameter estimation in nonlinear state space model," in Proc. 23th Conf. Signal Process. (EUYSIPCO'17), Kos Islands, Greece, Aug. 28-Sept. 2, 2017.
L. Chaari, H. Batatia and J.-Y. Tourneret, "A general non-smooth Hamiltonian Monte Carlo scheme usign Bayesian proximity operator calculation," in Proc. 23th Conf. Signal Process. (EUSIPCO'17), Kos Islands, Greece, Aug. 28-Sept. 2, 2017.
A. Halimi, H. Batatia, J. LeDigabel, G. Josse and J.-Y. Tourneret, "An unsupervised Bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images," in Proc. 23th Conf. Signal Process. (EUSIPCO'17), Kos Islands, Greece, Aug. 28-Sept. 2, 2017.
P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "Unmixing multitemporal hyperspectral images accounting for smooth and abrupt variations," in Proc. 23th Conf. Signal Process. (EUYSIPCO'17), Kos Islands, Greece, Aug. 28-Sept. 2, 2017.
M. Albughdadi, D. Kouamé, G. Rieu and J.-Y. Tourneret, "Missing data reconstruction and anomaly detection in crop development using agronomic indicators derived from multispectral satellite images," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'17), Fort Worth, Texas, USA, July 23-28, 2017.
M. Le Goff, J.-Y. Tourneret, H. Wendt, M. Ortner and M. Spigai, "Deep learning for cloud detection," in Proc. Int. Conf. Pattern Recognition Systems (ICPRS'2017), Madrid, spain, July 12-13, 2017.
S. Urbano, E. Chaumette, P. Goupil and J.-Y. Tourneret, "A data-driven approach for actuator servo loop failure detection," Proc. of IFAC'2017, Toulouse, France, July 9-14, 2017.
F. Manzoni, F. Vincent, J.-Y. Tourneret, D. Bonacci, M. Spigai, M. Ansart and J. Richard, "Improving synthetic aperture radar detection using the automatic identification system," Proc. of Int. Radar Symp. (IRS'2017), Prague, Czech Republic, June 20-30, 2017.
A. Basarab, D. Rohrbach, N. Zhao, J.-Y. Tourneret, D. Kouamé and J. Mamou, "Enhancement of 250-MHz quantitative acoustic-microscopy data using a single image super-resolution method," Proc. of Int. Symp. Biomed. Imaging (ISBI'2017), pp. 235-238, Melbourne, Australia, April 18-21, 2017.
Y. Mejia, F. Costa, H. Arguello, J.-Y. Tourneret and H. Batatia, "Bayesian reconstruction of hyperspectral images using compressed sensing measurements and a local structured prior," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2017), pp., New-Orleans, USA, March 5-9, 2017.
G. Draskovic, F. Pascal, A. Breloy and J.-Y. Tourneret, "New asymptotic properties for the robust ANMF," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2017), pp., New-Orleans, USA, March 5-9, 2017.
L. Bacharach, M. N. El Korso, A. Renaux and J.-Y. Tourneret, "A Bayesian lower bound for parameter estimation of Poisson data including multiple changes," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2017), pp., New-Orleans, USA, March 5-9, 2017.

2016

S. Combrexelles, H. Wendt, Y. Altmann, J.-Y. Tourneret, S. McLaughlin and P. Abry, "Bayesian joint estimation of the multifractality parameter of image patches using Gamma Markov Random Field priors," Proc. of Int. Conf. on Image Process. (ICIP), Phoenix, Arizona, USA, Sept. 24-28, 2016.
N. Zhao, Q. Wei, A. Basarab, D. Kouamé and J.-Y. Tourneret, "Blind deconvolution of medical ultrasound images using a parametric model for the point spread function" Proc. of Int. Ultrasonics Symp., Tours, France, Sept. 18-21, 2016.
F. Vieira, F. Vincent, J.-Y. Tourneret, D. Bonacci, M. Spigai, M. Ansart and J. Richard "Ship detection using SAR and AIS raw data for maritime surveillance", Proc. of 23th Conf. on Sig. Proc. (EUSIPCO'16), Budapest, Hungary, Aug. 29-Sep. 2, 2016.
S. Combrexelles, H. Wendt, Y. Altmann, J.-Y. Tourneret, S. McLaughlin and P. Abry, "Bayesian estimation for the local assessment of the multifractality parameter of multivariate time series", Proc. of 23th Conf. on Sig. Proc. (EUSIPCO'16), Budapest, Hungary, Aug. 29-Sep. 2, 2016.
M. Albughdadi, L. Chaari and J.-Y. Tourneret, "Adaptive mean shift based hemodynamic brain parcellation in fMRI," Proc. of Int. Conf. on Med. Imaging and Augmented Reality (MIAR), Bern, Switzerland, Aug. 24-26, 2016.
P. Goupil, S. Urbano and J.-Y. Tourneret, "A Data-Driven Approach to Detect Faults in the Airbus Flight Control System," Proc. of 20th IFAC Symposium on Automatic Control in Aerospace (ACA'16), Sherbrooke, Quebec, Canada, Aug. 21-25, 2016.
M. Le Goff, J.-Y. Tourneret, H. Wendt, M. Ortner and M. Spigai, "Distributed boosting for cloud detection," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'16), Beijing, China, July 10-15, 2016.
Q. Wei, S. Godsill, J. Bioucas-Dias, N. Dobigeon and J.-Y. Tourneret, "High-Resolution Hyperspectral Image Fusion Based on Spectral Unmixing," Proc. of Int. Conf. on Fusion (Fusion’2016), Heidelberg, Germany, July 5-8, 2016.
S. Combrexelles, H. Wendt, J.-Y. Tourneret, P. Abry and S. McLaughlin, "Bayesian Multifractal Analysis of Multi-temporal Images Using Smooth Priors," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'16), Palma de Mallorca, June 26-29, 2016 (invited paper).
F. Costa, H. Batatia, T. Oberlin and J.-Y. Tourneret, "A Partially Collapsed Gibbs Sampler with Accelerated Convergence for EEG Source Localization," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'16), Palma de Mallorca, June 26-29, 2016 (invited paper).
R. Ammanouil, A. Ferrari, C. Richard and J.-Y. Tourneret, "Spatial regularization for nonlinear unmixing of hyperspectral data with vector-valued functions," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'16), Palma de Mallorca, June 26-29, 2016 (invited paper).
S. Combrexelles, H. Wendt, J.-Y. Tourneret, Y. Altmann, S. McLaughlin and P. Abry, "A Bayesian approach for the multifractal analysis of spatio-temporal data," Proc. of International Conf. on Systems, Signals and Image Processing, Bratislava, Slovak Republic, May 23-25, 2016.
S. Fuertes, G. Picart, J.-Y. Tourneret, L. Chaari, A. Ferrari and C. Richard, "Improving spacecraft monitoring with automatic anomaly detection techniques," Proc. of 14th International Conf. on Space Operations, Daejeon, Korea, May 16-20, 2016.
A. Laruelo, L. Chaari, S. Ken, J.-Y. Tourneret, H. Batatia and A. Laprie, "MRSI Data Unmixing Using Spatial and Spectral Priors in Transformed Domains," Proc. of Int. Symp. Biomed. Imaging (ISBI'2016), pp. 235-238, Prague, Czech Republic, April 13-16, 2016.
M. Albughdadi, L. Chaari, F. Forbes, J.-Y. Tourneret and P. Ciuciu, "Multi-subject Joint Parcellation Detection Estimation in functional MRI," Proc. of Int. Symp. Biomed. Imaging (ISBI'2016), pp. 235-238, Prague, Czech Republic, April 13-16, 2016.
N. Zhao, Q. Wei, A. Basarab, D. Kouamé and J.-Y. Tourneret, "Super-resolution of medical ultrasound images using a fast algorithm," Proc. of Int. Symp. Biomed. Imaging (ISBI'2016), pp. 235-238, Prague, Czech Republic, April 13-16, 2016.
S. Combrexelle, H. Wendt, Y. Altmann, J.-Y. Tourneret, S. McLaughlin and P. Abry, "A Bayesian Framework for the Multifractal Analysis of Images Using Data Augmentation and a Whittle Approximation," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2016), pp. 4224-4228, Shanghai, China, March 20-25, 2016.
C. Cheng, P. Quan, V. Calmettes and J.-Y. Tourneret, "A Maximum Likelihood Based Unscented Kalman Filter for Multipath Mitigation in a Multi-correlator Based GNSS Receiver," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2016), pp. 6560-6564, Shanghai, China, March 20-25, 2016.
P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "Unmixing Multitemporal Hyperspectral Images with Variability: An Online Algorithm," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2016), pp. 3351-3355, Shanghai, China, March 20-25, 2016.

2015

Q. Wei, N. Dobigeon and J.-Y. Tourneret "FUSE: A Fast Multi-Band Image Fusion Algorithm," Proc. of sixth International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’15), Cancun, Mexico, Dec. 13-16, 2015.
F. Andersson, H. Wendt, M. Carlsson and J.-Y. Tourneret "A Method for 3D Direction of Arrival Estimation for General Arrays Using Multiple Frequencies," Proc. of sixth International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’15), Cancun, Mexico, Dec. 13-16, 2015.
F. Costa, H. Batatia, T. Oberlin and J.-Y. Tourneret "EEG Source Localization Based on a Structured Sparsity Prior and a Partially Collapsed Gibbs Sampler," Proc. of sixth International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’15), Cancun, Mexico, Dec. 13-16, 2015.
L. Chaari, J.-Y. Tourneret and C. Chaux, "Sparse Signal Recovery Using A Bernoulli Generalized Gaussian Prior", Proc. of 22th Conf. on Sig. Proc. (EUSIPCO'15), Nice, France, Aug. 31-Sep. 4, 2015.
A. Baussard and J.-Y. Tourneret, "Bayesian Parameter Estimation for Asymmetric Power Distributions", Proc. of 22th Conf. on Sig. Proc. (EUSIPCO'15), Nice, France, Aug. 31-Sep. 4, 2015.
A. Halimi, N. Dobigeon, J.-Y. Tourneret, S. McLaughlin and P. Honeine, "Unmixing Multitemporal Hyperspectral Images Accounting for Endmember Variability", Proc. of 22th Conf. on Sig. Proc. (EUSIPCO'15), Nice, France, Aug. 31-Sep. 4, 2015.
P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "A Perturbed Linear Mixing Model Accounting for Spectral Variability", Proc. of 22th Conf. on Sig. Proc. (EUSIPCO'15), Nice, France, Aug. 31-Sep. 4, 2015.
S. Combrexelle, H. Wendt, J.-Y. Tourneret, P. Abry and S. McLaughlin, "Bayesian estimation of the multifractality parameter for images via a closed-form Whittle likelihood", Proc. of 22th Conf. on Sig. Proc. (EUSIPCO'15), Nice, France, Aug. 31-Sep. 4, 2015 (invited paper).
T. Imbiriba, J. Bermudez, C. Richard and J.-Y. Tourneret, "Band selection in RKHS for fast nonlinear unmixing of hyperspectral images", Proc. of 22th Conf. on Sig. Proc. (EUSIPCO'15), Nice, France, Aug. 31-Sep. 4, 2015.
O. Chabiron, F. Malgouyres, J.-Y. Tourneret and H. Wendt, "Convolutional trees for fast transform learning," Proc. of Signal Processing with Adaptive Sparse Structured Representations Workshop (SPARS'15), Cambridge, England, July 6-9, 2015.
L. Loncan, L. B. Almeida, J. Bioucas Dias, X. Briottet, J. Chanussot, N. Dobigeon, S. Fabre, W. Liao, G. A. Licciardi, M. Simoes, J.-Y. Tourneret, M. A. Veganzones, G. Vivone, Q. Wei and N. Yokoya "Comparison of nine hyperspectral pansharpening methods," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'15), Milan, Italy, July 26-31, 2015.
S. Combrexelle, H. Wendt, J.-Y. Tourneret, S. McLaughlin and P. Abry, "Hyperspectral image analysis using multifractal attributed," Proc. of IEEE GRSS Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS), Tokyo, Japan, June 2-5, 2015.
A. Halimi, N. Dobigeon, J.-Y. Tourneret and P. Honeine, "Hyperspectral unmixing accouting for spatial correlations and endmember variability," Proc. of IEEE GRSS Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS), Tokyo, Japan, June 2-5, 2015.
Q. Wei, N. Dobigeon and J.-Y. Tourneret, "Bayesian fusion of multispectral and hyperspectral images using a block coordinate descent method," Proc. of IEEE GRSS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Tokyo, Japan, June 2-5, 2015 (invited paper).
N. Zhao, A. Basarab, D. Kouamé and J.-Y. Tourneret, "Joint Bayesian deconvolution and point spread function estimation for ultrasound imaging," Proc. of Int. Symp. Biomed. Imaging (ISBI'2015), pp. 235-238, New-York, April 16-19, 2015.
J. Prendès, M. Chabert, F. Pascal, A. Giros and J.-Y. Tourneret, "Change detection for optical and radar images using a Bayesian nonparametric model coupled with a Markov random field," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2015), pp. 1513-1517, Brisbane, Australia, April 19-24, 2015.
S. Combrexelle, H. Wendt, P. Abry, N. Dobigeon, S. McLaughlin and J.-Y. Tourneret, "A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2015), pp. 3886-3890, Brisbane, Australia, April 19-24, 2015.
A. Halimi, C. Mailhes and J.-Y. Tourneret, "Nonlinear regression using smooth Bayesian estimation," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2015), pp. 2634-2638, Brisbane, Australia, April 19-24, 2015.
A. Halimi, N. Dobigeon, J.-Y. Tourneret and P. Honeine, "Unsupervised unmixing of hyperspectral images accounting for endmember variability," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2015), pp. 2469-2473, Brisbane, Australia, April 19-24, 2015.

2014

M. Albughdadi, L. Chaari, F. Forbes, J.-Y. Tourneret and P. Ciuciu, "Model selection for hemodynamic brain parcellation in FMRI", Proc. of 21th Conf. on Sig. Proc. (EUSIPCO'14), Lisbon, Portugal, Sep. 1-5, 2014.
A. Halimi, C. Mailhes, J.-Y. Tourneret, T. Moreau and F. Boy " Exploiting Time and Frequency Information for Delay/Doppler Altimetry", Proc. of 21th Conf. on Sig. Proc. (EUSIPCO'14), Lisbon, Portugal, Sep. 1-5, 2014.
Q. Wei, J. M. Bioucas-Dias, N. Dobigeon and J.-Y. Tourneret, "Fusion of Multispectral and Hyperspectral Images Using Dictionary Learning", Proc. of 21th Conf. on Sig. Proc. (EUSIPCO'14), Lisbon, Portugal, Sep. 1-5, 2014.
N. Zhao, A. Basarab, D. Kouamé and J.-Y. Tourneret, "Restoration of ultrasound images using a hierarchical Bayesian model with a generalized Gaussian prior," Proc. of Int. Conf. on Image Process. (ICIP), Paris, France, oct. 27-30, 2014.
Q. Wei, N. Dobigeon and J.-Y. Tourneret, "Bayesian fusion of multispectral and hyperspectral images with unknown sensor spectral response," Proc. of Int. Conf. on Image Process. (ICIP), Paris, France, oct. 27-30, 2014.
A. Halimi, C. Mailhes, J.-Y. Tourneret, F. Boy and T. Moreau "A generalized semi-analytical model for delay/Doppler altimetry," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'14), Québec, Canada, July 13-18, 2014.
M. Pereyra, N. Whiteley, C. Andrieu and J.-Y. Tourneret, "Maximum marginal likelihood estimation of the granularity coefficient of a Potts-Markov random field within an MCMC algorithm," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'14), Gold Coast, Australia, June 29-July 2, 2014.
C. Cheng, J.-Y. Tourneret, Q. Pan and V. Calmettes, "A marginalized likelihood ratio approach for detecting and estimating multipath biases on GNSS measurements," Proc. of IEEE Conf. on Information Fusion (Fusion 2014), Salamanca, Spain, June 7-10, 2014.
S. Bidon, Jean-Yves Tourneret and F. Le Chevalier, "Bayesian sparse estimation of migrating targets in autoregressive noise for wideband radar," Proc. of IEEE Int. Radar Conf. (RADAR2014), Cincinnati, Ohio, May 18-24, 2014.
R. Prévost, M. Coulon, D. Bonacci, J. LeMaître, J.-P. Millerioux and J.-Y. Tourneret, "Partial CRC-assisted error correction of AIS signals received by satellite," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2014), Florence, Italy, May 4-9, 2014.
J. Prendes, M. Chabert, F. Pascal, A. Giros and J.-Y. Tourneret, "A multivariate statistical model for multiple images acquired by homogeneous or heterogeneous sensors," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2014), Florence, Italy, May 4-9, 2014.
Q. Wei, N. Dobigeon and J.-Y. Tourneret, "Bayesian fusion of hyperspectral and multispectral images," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2014), Florence, Italy, May 4-9, 2014.
Y. Altmann, N. Dobigeon, S. McLaughlin and J.-Y. Tourneret, "Residual Component Analysis of Hyperspectral Images for Joint Nonlinear Unmixing and Nonlinearity Detection," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2014), Florence, Italy, May 4-9, 2014.
L. Chaari, H. Batatia, N. Dobigeon and J.-Y. Tourneret, "A hierarchical sparsity-smoothness Bayesian model for l0 + l1 + l2 regularization," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2014), Florence, Italy, May 4-9, 2014.
T. Imbirida, J. C. M. Bermudez, J.-Y. Tourneret and C. Richard, "Detection of Nonlinear Mixtures Using Gaussian Processes: Application to Hyperspectral Imaging," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2014), Florence, Italy, May 4-9, 2014.
L. Chaari, H. Batatia and J.-Y. Tourneret, "Sparse Bayesian restoration with linear operator uncertainties with application to EEG signal recovery," Proc. of Middle East Conf. on Biomedical Engineering (MECBME'2014), Doha, Qatar, Feb. 17-20, 2014.

2013

F. Andersson, H. Wendt, M. Carlsson and J.-Y. Tourneret "On an iterative method for direction of arrival estimation using multiple frequencies," Proc. of fifth International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’13), Saint Martin, France, dec. 15-18, 2013.
V. Bissoli Nicolau, M. Coulon, Y. Grégoire, T. Calmettes and J.-Y. Tourneret, "Performance of TOA and FOA-based localization for Cospas-Sarsat search and rescue signals," Proc. of fifth International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’13), Saint Martin, France, dec. 15-18, 2013.
S. F. Syed Dardin, V. Calmettes, B. Priot and Jean-Yves Tourneret, "Design of an adaptive vector-tracking loop for reliable positioning in harsh environment," Proc. of ION, Nashville, Tenessee, Sep. 22-25, 2013.
F. Andersson, M. Carlsson, Jean-Yves Tourneret and H. Wendt, "Frequency estimation based on Hankel matrices and the alternating direction method of multipliers", Proc. of 20th Conf. on Sig. Proc. (EUSIPCO'13), Marrakech, Maroc, Sep. 9-13, 2013.
L. Chaari, Jean-Yves Tourneret and H. Batatia, "Sparse Bayesian regularization using Bernoulli-Laplacian priors", Proc. of 20th Conf. on Sig. Proc. (EUSIPCO'13), Marrakech, Maroc, Sep. 9-13, 2013.
Y. Altmann, N. Dobigeon, and Jean-Yves Tourneret, "Bayesian unsupervised unmixing of hyperspectral images using a post-nonlinear model", Proc. of 20th Conf. on Sig. Proc. (EUSIPCO'13), Marrakech, Maroc, Sep. 9-13, 2013.
A. Halimi, C. Mailhes and Jean-Yves Tourneret, "Cramér-Rao bounds and estimation algorithms for delay/Doppler and conventional altimetry", Proc. of 20th Conf. on Sig. Proc. (EUSIPCO'13), Marrakech, Maroc, Sep. 9-13, 2013.
R. Prévost, M. Coulon, P. Paimblanc, J. LeMaitre, J.-P. Millerioux and Jean-Yves Tourneret, "Ship localization using AIS signals received by satellite", Proc. of 20th Conf. on Sig. Proc. (EUSIPCO'13), Marrakech, Maroc, Sep. 9-13, 2013.
A. Laruelo, L. Chaari, H. Batatia, S. Ken, B. Rowland, J.-Y. Tourneret and A. Laprie, "Hybrid sparse regularization for magnetic resonance spectroscopy," Proc. of IEEE Engineering in Medicine and Biology Society (EMBC), Osaka, Japan, July 2-7, 2013.
Y. Altmann, N. Dobigeon, S. McLaughlin and J.-Y. Tourneret, "Unsupervised nonlinear unmixing using Gaussian processes," Proc.of IEEE GRSS Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS), Gainsville, Florida, June 25-28, 2013.
V. Bissoli-Nicolau, M. Coulon, Y. Grégoire, T. Calmettes and J.-Y. Tourneret, "Modified Cramér-Rao lower bound for TOA and symbol width estimation. An application to search and rescue signals," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2013), pp. , Vancouver, Canada, May 26-31, 2013.
H. Wendt, N. Dobigeon, J.-Y. Tourneret and P. Abry, "Bayesian estimation for the multifractality parameter," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2013), pp. , Vancouver, Canada, May 26-31, 2013.
Y. Altmann, N. Dobigeon, J.-Y. Tourneret and J. C. M. Bermudez, "A robust test for nonlinear mixture detection in hyperspectral images," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2013), pp. , Vancouver, Canada, May 26-31, 2013.
R. Prévost, M. Coulon, D. Bonacci, J. LeMaitre, J.-P. Millerioux and J.-Y. Tourneret, "Joint phase-recovery and demodulation decoding of AIS signals recived by satellite," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2013), pp. , Vancouver, Canada, May 26-31, 2013.
S. Bidon, A. Tamalet and Jean-Yves Tourneret, "Variational Bayesian inference for sparse representation of migrating targets in wideband radar," Proc. of IEEE Int. Radar Conf. (RADAR'2013), Ottawa, Canada, April 29 - May 3, 2013.
A. Bourdeau, M. Sahmoudi and Jean-Yves Tourneret, "Prediction of GNSS signal using a 3D model in urban environments," Proc. of European Navigation Conference (ENC 2013), Vienna, Austria, April 23-25, 2013.
S. F. Syed Dardin, V. Calmettes, B. Priot and Jean-Yves Tourneret, "Adaptive GNSS signal tracking techniques in the context of a deeply integrated GNSS/INS navigation system designed for tackling multipath in urban environment," Proc. of European Navigation Conference (ENC 2013), Vienna, Austria, April 23-25, 2013.
M.-P. Garcia, H. der Sarkissian, E. McKay, L. Ferrer, M. Bardiès, D. Villoing, H. Batatia, A. Basarab, Jean-Yves Tourneret and D. Kouamé, "TestDose: a PECT image generator for clinical dosimetry studies," Proc. of SPIE Medical Imaging, Lake Buena Vista (Orlando Area), Florida, USA, Feb. 9-14, 2013.
C. Cheng, V. Calmettes, B. Priot, P. Quan and Jean-Yves Tourneret, "Vision aided INS/GNSS integration system for improving the robustness of a navigation system for autonomous aerial vehicles," Proc. of ION ITM 2013, San Diego, California, Jan. 28-30, 2013.bigeon, Jean-Yves Tourneret and A. O. Hero, "Bayesian Linear Unmixing of Time-Evolv

2012

R. Prévost, M. Coulon, D. Bonacci, J. Lemaitre, J.-P. Millerioux and Jean-Yves Tourneret, "Extended constrained Viterbi algorithm for AIS signals received by satellite", Proc. of European Conf. on Satellite Communications (ESTEL'12), Rome, Italy, Oct. 2-5, 2012.
J.-P. Goy, F. Vincent and J.-Y. Tourneret, "An adaptive detection of spread targets in locally Gaussian clutter using a long integration time,"" Proc. of Int. Conf. on Radar Systems (RADAR 2012), Glasgow, UK, Oct. 22-25, 2012.
C. Bazot, N. Dobigeon, Jean-Yves Tourneret and A. O. Hero, "Bayesian Linear Unmixing of Time-Evolving Gene Expression Data Using a Hidden Markov Model", Proc. of 19th Conf. on Sig. Proc. (EUSIPCO'12), Bucharest, Romania, Aug. 27-31, 2012.
R. Prévost, M. Coulon, D. Bonacci, J. Lemaitre, J.-P. Millerioux and Jean-Yves Tourneret, "Interference Mitigation and Error Correction Method for AIS Signals Received by Satellite", Proc. of 19th Conf. on Sig. Proc. (EUSIPCO'12), Bucharest, Romania, Aug. 27-31, 2012.
N. Dobigeon, A. Basarab, D. Kouamé and J. Y. Tourneret, "Regularized Bayesian Compressed Sensing in Ultrasound Imaging", Proc. of 19th Conf. on Sig. Proc. (EUSIPCO'12), Bucharest, Romania, Aug. 27-31, 2012.
C. Lin, A. Giremus, C. Mailhes and J. Y. Tourneret, "Beat-to-beat P and T Wave Delineation in ECG Signals Using a Marginalized Particle Filter", Proc. of 19th Conf. on Sig. Proc. (EUSIPCO'12), Bucharest, Romania, Aug. 27-31, 2012.
J. Chen, C. Richard, P. Honeine and J.-Y. Tourneret, "Prediction of Rain Attenuation Series with Discretized Spectral Model," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'12), pp. 2407-2410, Munich, Germany, July 22-27, 2012.
A. Bourdeau, M. Sahmoudi and J.-Y. Tourneret, "Constructive Use of GNSS NLOS-Multipath: Augmenting the Navigation Kalman Filter with a 3D Model of the Environment," Proc. of Int. Conf. on Information Fusion (FUSION 2012), Singapore, July 9-12, 2012.
Y. altmann, N. Dobigeon andJ.-Y. Tourneret, "Detecting nonlinear mixtures in hyperspectral images,"Proc.of IEEE GRSS Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS), Shanghai, China, June 4-7, 2012.
L. Bombrun, F. Pascal, J.-Y. Tourneret and Y. Berthoumieu, "Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2012), Kyoto, Japan, March 25-30, 2012.
Y. Altmann, N. Dobigeon, S. McLaughlin and J.-Y. Tourneret, "Unsupervised nonlinear unmixing of hyperspectral images using Gaussian processes," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2012), Kyoto, Japan, March 25-30, 2012.
Besson, N. Dobigeon and and J.-Y. Tourneret, "Bayesian subspace estimation using CS decomposition," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2012), Kyoto, Japan, March 25-30, 2012.

2011

P. Goy, F. Vincent and J.-Y. Tourneret, "Clutter rejection for MTI radar using a single antenna and a long integration time," Proc. of Third International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP11), San Juan, Puerto Rico, dec. 13-16, 2011.
C. Quinsac, N. Dobigeon, A. Basarab, D. Kouamé and J.-Y. Tourneret, "Bayesian compressed sensing in ultrasound imaging," Proc. of Third International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP11), San Juan, Puerto Rico, dec. 13-16, 2011.
C. Lin, M. Bugallo, C. Mailhes and J.-Y. Tourneret, "ECG denoising using a dynamical model and a marginalized particle filter," Proc. of 45th IEEE Annual Asilomar Conference on Signals, Systems, and Computers (ASILOMAR'11), Pacific Grove, USA, nov. 6-9, 2011.
C. Lin, A. Grand, S. Tassart, J.-Y. Tourneret, O. Besson and L. Saïd, "Optimized Spatial Resampling for Microphone Array Beamforming," IEEE Int. Conf. on signal processing, communications and computing, Xi'an, China, sep. 14-16, 2011.
W. D. Parreira, J. C. Bermudez, C. Richard and J. Y. Tourneret, "Stochastic behavior analysis of the Gaussian KLMS algorithm", Proc. of 19th Conf. on Sig. Proc. (EUSIPCO'11), Barcelona, Spain, Aug. 29-Sept. 2, 2011.
M. Pereyra, N. Dobigeon, H. Batatia and J. Y. Tourneret, "Segmentation of high frequency ultrasound images using a spatially coherent generalized Raykeigh mixture model", Proc. of 19th Conf. on Sig. Proc. (EUSIPCO'11), Barcelona, Spain, Aug. 29-Sept. 2, 2011.
C. Lin, C. Mailhes and J. Y. Tourneret, "T-wave alternans detection using a Bayesian approach and a Gibbs sampler", Proc. of IEEE Int. Conf. Eng. Medicine Biol. Soc. (EMBC'11), pp. 5868-5871, Boston, MA, Aug. 30-Sept. 3, 2011.
A. Halimi, Y. Altmann, N. Dobigeon and J.-Y. Tourneret, "Unmixing hyperspectral images using the generalized bilinear model," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'11), pp. 1886-1889, Vancouver, Canada, July 25-29, 2011.
Y. Altmann, A. Halimi, N. Dobigeon and J.-Y. Tourneret, "A post nonlinear mixing model for hyperspectral image unmixing," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'11), pp. 1882-1885, Vancouver, Canada, July 25-29, 2011.
M. Chabert and J.-Y. Tourneret, "Bivariate Pearson distributions for remote sensing images," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'11), pp. 4038-4041, Vancouver, Canada, July 25-29, 2011.
R. Shirvany, M. Chabert and J.-Y. Tourneret, "Comparison of ship detection performance based on the degree of polarization in hybrid/compact and linear dual-pol SAR imagery," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'11), pp. 3550-3553, Vancouver, Canada, July 25-29, 2011.
A. Halimi, C. Mailhes, J.-Y. Tourneret and P. Thibaut, "A new model for peaky altimetric waveforms," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'11), pp. , Vancouver, Canada, July 25-29, 2011.
Y. Altmann, N. Dobigeon, Steve McLaughlin and J.-Y. Tourneret, "Nonlinear unmixing of hyperspectral images using radial basis functions and orthogonal least squares," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'11), pp. , Vancouver, Canada, July 25-29, 2011.
F. Deudon, S. Bidon, O. Besson and J.-Y. Tourneret, "Spectral estimation of migrating targets in wideband radar," Proc. of IEEE DSP Workshop, Corfu, Greece, USA, July 6-8, 2011.
R. Prévost, D. Bonacci, M. Coulon, J. LeMaitre, J.-P. Millerioux and J.-Y. Tourneret, "CRC-Assisted Error Correction in a Trellis Coded System with Bit Stuffing," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'11), pp. 381-384, Nice, France, June 28-30, 2011.
L. Chaari, J.-C. Pesquet, J.-Y. Tourneret and P. Ciuciu, "Parameter Estimation for Hybrid Wavelet-Total Variation Regularization," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'11), pp. 461-464, Nice, France, June 28-30, 2011.
A. Halimi, Y. Altmann, N. Dobigeon and J.-Y. Tourneret, "Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'11), pp. 413-416, Nice, France, June 28-30, 2011.
S. Almeida, J. Bermudez and J.-Y. Tourneret, "A Composite Hypothesis Test for Active Weight Detection in Sparse System Identification," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'11), pp. 305-308, Nice, France, June 28-30, 2011.
O. Eches, J. A. Benediktsson, N. Dobigeon and J.-Y. Tourneret, "Joint spectral classification and unmixing using adaptive pixel neighborhoods," Proc.of IEEE GRSS Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS), Lisbon, Portugal, June 6-9, 2011.
Y. Altmann, N. Dobigeon and J.-Y. Tourneret, "Bilinear models for nonlinear unmixing of hyperspectral images," Proc.of IEEE GRSS Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS), Lisbon, Portugal, June 6-9, 2011.
W. D. Parreira, J. C. M. Bermudez, C. Richard and J.-Y. Tourneret, , "Stochastic behavior analysis of the Gaussian kernel least mean square algorithm," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2011), p. 4116-4119, Prague, Czech Republic, May 22-27, 2011.
C. Bazot, N. Dobigeon, J.-Y. Tourneret, A. O. Hero, "A Bernoulli-Gauss model for gene factor analysis," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2011), pp. 5996-5999, Prague, Czech Republic, May 22-27, 2011.
M. A. Pereyra, N. Dobigeon, H. Batatia and J.-Y. Tourneret, "Labelling skin tissues in ultrasound images using a generalized Rayleigh mixture model," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2011), pp. 729-732, Prague, Czech Republic, May 22-27, 2011.
O. Eches, N. Dobigeon, J.-Y. Tourneret and Hichem Snoussi, "Variational methods for spectral unmixing of hyperspectral images," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2011), pp. 957-960, Prague, Czech Republic, May 22-27, 2011.
Y. Altmann, A. Halimi, N. Dobigeon and J.-Y. Tourneret, "Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2011), pp. 1009-1012, Prague, Czech Republic, May 22-27, 2011.
C. Lin, G. Kail, J.-Y. Tourneret, C. Mailhes and F. Hlawatsch, "P and T wave delineation and waveform estimation in ECG signals using a block Gibbs sampler," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'2011), pp. 537-540, Prague, Czech Republic, May 22-27, 2011.

2010

C. Bazot, N. Dobigeon, J.-Y. Tourneret and A. O. Hero, "Unsupervised Bayesian analysis for gene expression analysis," Proc. of 44th IEEE Annual Asilomar Conference on Signals, Systems, and Computers (ASILOMAR'10), Pacific Grove, USA, nov. 7-10, 2010.
P. Thibaut, J. Severini, C. Mailhes, J.-Y. Tourneret, E. Bronner and N. Picot , "A multi-peak model for peaky altimetric waveforms," 4th costal altimetry workshop (COASTALT'2010), Porto, Portugal, Oct. 14-15, 2010.
R. Shirvany, M.Chabert and J.-Y. Tourneret, "Estimation of the polarization degree in dual polarized SAR imagery," Proc. of Int. Conf. on Image Process. (ICIP), Hong-Kong, sep. 26-29, 2010.
C. Mailhes, J.-Y. Tourneret and Z. Faraj, "Optimal Linear Prediction of Rain Attenuation Using the Maseng-Bakken Model," Proc. of 5th Advanced Satellite Multimedia Systems Conference and 11th Signal Processing for Space communications Workshop (ASMS/SPSC 2010), Cagliari, Italy, sep. 13-15, 2010.
J.-Y. Tourneret, C. Mailhes, J. Severini and P. Thibaut, "Shape Classification of altimetric signals using anomaly detection and Bayes decision rule," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'10), pp. 1222-1225, Honolulu, Hawaii, USA, July 25-30, 2010.
M.Chabert, J.-Y. Tourneret, V. Poulain and J. Inglada, "Logistic regression for detecting changes between databases and remote sensing images," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'10), pp. 3198-3201, Honolulu, Hawaii, USA, July 25-30, 2010.
V. Poulain, J. Inglada, M. Spigai, J.-Y. Tourneret and P. Marthon, "High resolution optical and SAR image fusion for road database updating," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'10), pp. 2747-2750, Honolulu, Hawaii, USA, July 25-30, 2010.
R. Shirvany, M.Chabert and J.-Y. Tourneret, "Estimation of the polarization degree in compact polarimetry," Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'10), pp. 722-725, Honolulu, Hawaii, USA, July 25-30, 2010.
O. Eches, N. Dobigeon and J.-Y. Tourneret, "Unmixing hyperspectral images using Markov random fields," Proc.of Int. Workshop of Bayesian inference and maximum entropy (MAXENT'10), Chamonix, France, July 4-9, 2010.
O. Eches, N. Dobigeon and J.-Y. Tourneret, "Markov random fields for joint unmixing and segmentation of hyperspectral images," Proc.of IEEE GRSS Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS), Reykjavic, Island, June 14-16, 2010.
F. Deudon, S. Bidon, O. Besson, J.-Y. Tourneret, M. Montécot and F; Le Chevalier, "Modified Capon and APES for spectral estimation of range migrating targets in wideband radar," Proc. of IEEE Int. Radar Conf. (RADAR2010), pp. 1280-1285, Washington DC, USA, May 10-14, 2010.
G. Kail, J.-Y. Tourneret, F. Hlawatsch and N. Dobigeon, "A partially collapsed Gibbs sampler for parameters with local constraints," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'10), pp. 3886-3889, Dallas, Texas, March 14-19, 2010.
O. Eches, N. Dobigeon and J.-Y. Tourneret, "A reversible-jump MCMC algorithm for estimating the number of endmembers in the normal compositional model. Application to the unmixing of hyperspectral images," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'10), pp. 1222-1225, Dallas, Texas, March 14-19, 2010.
L. Chaari, J.-C. Pesquet, J.-Y. Tourneret, P. Ciuciu and A. Benazza-Benyahia "A hierarchical Bayesian model for frame representation," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'10), pp. 4086-4089, Dallas, Texas, March 14-19, 2010.
R. Shirvany, M. Chabert, F. Chatelain and J.-Y. Tourneret, "Maximum likelihood estimation of the polarization degree from two multi-look intensity images," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'10), pp. 1198-1201, Dallas, Texas, March 14-19, 2010.

2009

N. Dobigeon, S. Moussaoui, M. Coulon, J.-Y. Tourneret and A. O. Hero, "Subspace-based Bayesian blind source separation for hyperspectral imagery," in Proc. IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP'09), Aruba, Dutch Antilles, Dec. 13-16, 2009.
O. Eches, N. Dobigeon and J.-Y. Tourneret, "NCM-based Bayesian algorithm for hyperspectral unmixing," in Proc. IEEE GRSS Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS), Grenoble, France, Aug. 26-28, 2009.
O. Eches, N. Dobigeon, C. Mailhes and J.-Y. Tourneret, "Unmixing hyperspectral images using a normal compositional model and MCMC methods," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'09), pp. -, Cardiff, Wales, UK, Aug. 31-Sept. 1, 2009.
C. Theys, N. Dobigeon, J.-Y. Tourneret and H. Lantéri, "Linear unmixing of hyperspectral images using a scaled gradient method," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'09), pp. -, Cardiff, Wales, UK, Aug. 31-Sept. 1, 2009.
F. Chatelain, J.-Y. Tourneret and N. Martin, "Multivariate markovian gamma distributions for multitemporal sequences of SAR images," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'09), pp. -, Cardiff, Wales, UK, Aug. 31-Sept. 1, 2009.
J.-Y. Tourneret, V. Poulain, M. Chabert and J. Inglada, "Similarity measures between vector data bases and opical images for change detection, " Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'09), Cape Town, South Africa, July 13-17, 2009.
V. Poulain, J. Inglada, M. Spigai, J.-Y. Tourneret and P. Marthon, "Fusion of high resolution otical and SAR images with vector data bases for change detection, " Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'09), Cape Town, South Africa, July 13-17, 2009.
J.-R. De Boer, V. Calmettes, J.-Y. Tourneret and B. Lesot, "Outage mitigation for GNSS/MEMS navigation using neural networks," Proc. of 17th Conf. on Sig. Proc. (EUSIPCO'09), Glasgow, Scotland, Aug. 24-28, 2009
N. Dobigeon and J.-Y. Tourneret, "Library-based linear unmixing for hyperspectral imagery via reversible jump MCMC sampling," Proc. of IEEE Aerospace Conference, Big Sky, MT, USA, Mar. 7-14, 2009.
H. Snoussi, J.-Y. Tourneret, P. Djuric and C. Richard, "Data-driven online variational filtering in wireless sensor networks," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'09), pp. 2413-2416, Taipei, Taiwan, April. 19-24, 2009.
N. Dobigeon, A. O. Hero and J.-Y. Tourneret, "Bayesian sparse reconstruction for MRFM," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'09), pp. 2933-2936, Taipei, Taiwan, April. 19-24, 2009.
N. Dobigeon and J.-Y. Tourneret, "MCMC sampling for joint segmentation of wind speed and direction," Proc. of IEEE DSP Workshop, Marco Island, Florida, USA, January 4-7, 2009.

2008

M. Spangenberg, J.-Y. Tourneret, V. Calmettes and G. Duchâteau, "Detection of variance changes and mean value jumps in measurement noise for multipath mitigation in urban navigation ," Proc. of Asilomar, Pacific Grove, USA, October 26-29, 2008.
J. C. M. Bermudez, N. J. Bershad and J.-Y. Tourneret, "An Affine Combination of Two NLMS Adaptive Filters - Transient Mean-Square Analysis," Proc. of Asilomar, Pacific Grove, USA, October 26-29, 2008.
J.-R. De Boer, V. Calmettes, J. Y. Tourneret and B. Lesot, "Performance improvment of integrated MEMS/GNSS systems", Proc. of ION GNSS 2008, Savannah, Georgia, USA, Sept. 15-16, 2008.
A. Puengnim, N. Thomas, J. Y. Tourneret and J. Vidal, "Classification of linear and nonlinear modulations using the Baum-Welch algorithm", Proc. of 16th Conf. on Sig. Proc. (EUSIPCO'08), Lausanne, Switzerland, Aug. 25-29, 2008.
C. Mailhes, J. Y. Tourneret, J. Severini and P. Thibaut, "Cramér Rao bounds for radar altimeter waveforms", Proc. of 16th Conf. on Sig. Proc. (EUSIPCO'08), Lausanne, Switzerland, Aug. 25-29, 2008.
J.-Y. Tourneret, C. Mailhes, L. Amarouche and N. Steunou, "Classification of altimetric signals using linear discriminant analysis, " Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'08), Boston, Massachussets, USA, July 6-11, 2008.
J. Severini, C. Mailhes, P. Thibaut and J.-Y. Tourneret, "Bayesian estimation of altimeter echo parameters, " Proc. of IEEE International Geoscience & Remote Sensing Symposium (IGARSS'08), Boston, Massachussets, USA, July 6-11, 2008.
S. Bidon, O. Besson and J.-Y. Tourneret, "Characterization of Clutter Heterogeneity and Estimation of its Covariance Matrix, " Proc. of IEEE Radar Conf. (RADARCON'08), pp. 357-362, Roma, Italy, May 26-30, 2008.
N. Dobigeon, J.-Y. Tourneret and A. O. Hero III, "Bayesian Linear Unmixing of Hyperspectral Images Corrupted by Colored Gaussian Noise with Unknown Covariance Matrix," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'08), pp. 3433 - 3436, Las-Vegas, Nevada, USA, Mar. 30-April 4, 2008.
N. Bershad, J. C. M. Bermudez and J.-Y. Tourneret, "On Performance Bounds for an Affine Combination of Two LMS Adaptive Filters," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'08), pp. 3297 - 3300, Las-Vegas, Nevada, USA, Mar. 30-April 4, 2008.
F. Chatelain, P. Borgnat, P. Abry and J.-Y. Tourneret, "Parameter Estimation for Sums of Correlated Gamma Random Variables. Application to Anomaly Detection in Internet Traffic," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'08), pp. 3489 - 3492, Las-Vegas, Nevada, USA, Mar. 30-April 4, 2008.
A. Puengnim, N. Thomas, H. Guillon and J.-Y. Tourneret, "Classification of GMSK Signals with Different Bandwidths," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'08), pp. 2013-2016, Las-Vegas, Nevada, USA, Mar. 30-April 4, 2008.
A. Giremus, R. Mégret and J.-Y. Tourneret, "Detection and Compensation of Landmark Errors in Monte Carlo Localization," Proc. of IEEE Aerospace Conference, Big Sky, MT, USA, Mar. 1-8, 2008.

2007

O. Besson, S. Bidon and J.-Y. Tourneret, "Cramér-Rao Bound and Maximum Likelihood Estimation of Covariance Matrices with Non-Homogeneous Snapshots," Proc. of 41th IEEE Annual Asilomar Conference on Signals, Systems, and Computers (ASILOMAR'07), Pacific Grove, USA, nov. 4-7, 2007.
M. Spangenberg, V. Calmettes and J.-Y. Tourneret, "Fusion of GPS, INS and odometric data for automotive navigation," Proc. of 17th Conf. on Sig. Proc. (EUSIPCO'07), Poznan, Poland, sept. 3-7, 2007 (invited paper).
J. Huerta, A. Giremus, J. Vidal and J. Y. Tourneret, "Joint Particle Filter and UKF Position Tracking Under Strong NLOS Situation," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'07), pp. 537-541, Madison, WI, Aug. 16-19, 2007.
N. Dobigeon, J. Y. Tourneret and S. Moussaoui, "Blind Unmixing of Linear Mixtures using a Hierarchical Bayesian Model. Application to Spectroscopic Signal Analysis," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'07), pp. 79-83, Madison, WI, Aug. 16-19, 2007.
S. Bidon, O. Besson and J. Y. Tourneret, "Bayesian Covariance Matrix Estimation with Non-Homogeneous Snapshots," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'07), pp. 39-43, Madison, WI, Aug. 16-19, 2007.
F. Chatelain, J. Y. Tourneret and M. Roche, "Estimating the Polarization Degree of Polarimetric Images using Maximum Likelihood Methods," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'07), pp. 64-68, Madison, WI, Aug. 16-19, 2007.
F. Chatelain and J.-Y. Tourneret, "Bivariate Gamma distributions for multisensor SAR images," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'07), vol. III, pp. 1237-1240, Honolulu, Hawaii, April 15-20, 2007.
N. Bershad, J. C. M. Bermudez and J.-Y. Tourneret, "Analysis of LMS algorithm behavior with subspace inputs," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'07), vol. III, pp. 1357-1360, Honolulu, Hawaii, April 15-20, 2007.
O. Besson, J.-Y. Tourneret and S. Bidon, "Bayesian estimation of covariance matrices in non-homogeneous environments," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'07), vol. III, pp. 1037-1040 , Honolulu, Hawaii, April 15-20, 2007.
M. Spangenberg, A. Giremus, P. Poiré and J.-Y. Tourneret, "Multipath estimation in the global positioning system for multicorrelator receivers," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'07), vol. III, pp. 1277-1281, Honolulu, Hawaii, April 15-20, 2007.
N. Dobigeon and J.-Y. Tourneret, "Spectral unmixing of hyperspectral images using a hierarchical Bayesian model," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'07), vol. III, pp. 1209-1212, Honolulu, Hawaii, April 15-20, 2007.

2006

F. Chatelain, J. Y. Tourneret, J. Inglada and A. Ferrari, "Parameter estimation for multivariate Gamma distributions", Proc. of 14th Conf. on Sig. Proc. (EUSIPCO'06), Florence, Italy, sept. 4-8, 2006.
A. Giremus and J. Y. Tourneret, "Controlling particle filter regularization for GPS/INS hybridization", Proc. of 14th Conf. on Sig. Proc. (EUSIPCO'06), Florence, Italy, sept. 4-8, 2006.
A. Puengnim, N. Thomas and J. Y. Tourneret, "Digital Modulation Classification in Fading Channels", Proc. of 14th Conf. on Sig. Proc. (EUSIPCO'06), Florence, Italy, sept. 4-8, 2006.
N. Dobigeon, J. Y. Tourneret and J. D. Scargle, "Joint segmentation of multivariate Poissonian time series. Application to Burst and Transient Source Experiments", Proc. of 14th Conf. on Sig. Proc. (EUSIPCO'06), Florence, Italy, sept. 4-8, 2006.
M. Dervin, M.-L. Boucheret and J. Y. Tourneret, "A comparison of soft and hard decision-directed feedforward phase estimators", Proc. of 14th Conf. on Sig. Proc. (EUSIPCO'06), Florence, Italy, sept. 4-8, 2006.
N. Bershad and J.-Y. Tourneret, "Echo Cancellation - A Likelihood Ratio Test for Double-talk vs. Channel Change", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'06), vol. III, pp.732-735, Toulouse, France, May 15-19, 2006.
N. Dobigeon, J.-Y. Tourneret and M. Davy, "Joint segmentation of piecewise constant autoregressive processes by using a hierarchical model and a Bayesian sampling approach", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'06), vol. IIII, pp. 1-4, Toulouse, France, May 15-19, 2006.
F. Chatelain, A. Ferrari and J.-Y. Tourneret, "Parameter estimation for multivariate mixed Poisson distributions", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'06), vol. III, pp. 684-687, Toulouse, France, May 15-19, 2006.

2005

A. Giremus, J.-Y. Tourneret and P. Djuric, "An improved regularized Particle Filter for GPS/INS integration", Proc. of IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC'05), New-York, USA, June 6-8, 2005. (invited paper).
F. Chatelain and J.-Y. Tourneret, "Composite Likelihood Estimation for Multivariate Mixed Poisson Distributions," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'05), pp. 49-54, Bordeaux, France, July 17-20, 2005.
N. Dobigeon, J.-Y. Tourneret and J. D. Scargle, "Changepoint Detection in Astronomical Data by using a Hierarchical Model and a Bayesian Sampling Approach," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'05), Bordeaux, France, July 17-20, 2005.
J.-Y. Tourneret, A. Ferrari and G. Letac, "The Noncentral Wishart Distribution: Properties and Applications to Speckle Imaging," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'05), Bordeaux, France, July 17-20, 2005.
A. Giremus, A. Doucet and J.-Y. Tourneret, "A Particle Filter to Mitigate Jamming for GPS Navigation," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'05), Bordeaux, France, July 17-20, 2005.
D. Bonacci, C. Mailhes and J.-Y. Tourneret, "Subband Decomposition using Multichannel AR Spectral estimation," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'05), vol. IV, pp. 409-412, Philadelphia, USA, March 18-23, 2005.
A. Giremus and J.-Y. Tourneret, "Joint Detection-Estimation of Multipath effects for the Global Positioning System," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'05), vol. IV, pp. 17-20, Philadelphia, USA, March 18-23, 2005.
J.-Y. Tourneret, A. Ferrari, F. Goudail and P. Réfrégier, "A UMPU Unbiased Test for Target Detection in Active Coherent Images," Proc. of Physics in Signal and Image Processing (PSIP'05), Toulouse, France, Jan 31-Feb 02, 2005.

2003-2004

F. de Belleville, L. Dairaine, C. Fraboul and J.-Y. Tourneret, "Group size estimation for Hybrid Satellite/Terrestrial Reliable Multicast", Proc. of IFIP World Computer Congress - Broadband Satellite Communication, Toulouse, France, Aug. 22-27, 2004.
A. Ferrari, G. Letac and J.-Y. Tourneret, "Multivariate Mixed Poisson Distributions," Proc. of 12th Conf. on Sig. Proc. (EUSIPCO'04), pp. 1067-1070, Vienna, Sept. 6-10, 2004.
A. Giremus, A. Doucet, A.-C. Escher and J.-Y. Tourneret, "Nonlinear Filtering Approaches for INS/GPS Integration," Proc. of 12th Conf. on Sig. Proc. (EUSIPCO'04), pp. 873-876, Vienna, Sept. 6-10, 2004.
A. Ferrari and J.-Y. Tourneret, "Detection Performance for Discrete Test Statistics. Application to Low-flux Imagery," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'04), vol. II, pp. 1069-1072, Montréal, Canada, May 17-21, 2004.
M. Chabert, D. Ruiz and J.-Y. Tourneret, "Optimal Wavelet for Abrupt Change Detection in Multiplicative Noise," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'04), vol. II, pp. 1089-1092, Montréal, Canada, May 17-21, 2004.
A. Giremus, A. Doucet, V. Calmettes and J.-Y. Tourneret, "A Rao-Blackwellized Particle Filter for GPS/INS Integration," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'04), vol. III, pp. 964-967, Montréal, Canada, May 17-21, 2004 (Invited paper).
B. Picinbono and J.-Y. Tourneret, "Singular ARMA Signals," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'04), vol. II, pp. 513-516, Montréal, Canada, May 17-21, 2004.
M. Chabert, J.-Y. Tourneret and M. Coulon, "Joint Detection of Variance Changes Using Hierarchical Bayesian Analysis," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'03), pp. 593-596, Saint-Louis, Missouri, USA, Sept. 28-Oct. 1, 2003.
A. Ferrari and J.-Y. Tourneret, "Barankin Lower Bound for Change-points in Independent Sequences," Proc. of IEEE Workshop on Stat. Sig. Proc. (SSP'03), pp. 537-540, Saint-Louis, Missouri, USA, Sept. 28-Oct. 1, 2003.
J.-Y. Tourneret, S. Suparman and M.Doisy, "Hierarchical Bayesian Segmentation of Signals corrupted by Multiplicative Noise", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'03), vol. VI, pp. 165-168, Hong-Kong, China, April 6-10, 2003.

2001-2002

F. Chane-Ming, R. A. Vincent, C. Marodon, J-Y. Tourneret and J. Leveau, "Variability of gravity wave activity over Tromelin island", 12th Conference on the Middle Atmosphere, San Antonio, Texas, USA, November 4-8, 2002.
Y. Laksari, H. Aubert, J.-Y. Tourneret and D. L. Jaggard, "Remote Estimation of Fractal Descriptors from Transients Corrupted by Noise", Proc. of Progress in Electromagnetics Research Symposium (PIERS 2002), Cambridge, Massachusetts, USA, July 1-5, 2002.
M. Chabert, F. Hlawatsch and J.-Y. Tourneret, "Improved Multiedge Detection and Reflectivity Estimation for SAR Images", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'02), pp. 1301-1304, Orlando, USA, May 13-17, 2002.
M. Coulon and J.-Y. Tourneret, "Bayesian Change Detection for Multi-temporal SAR Images", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'02), pp. 1285-1288, Orlando, USA, May 13-17, 2002.
J.-Y. Tourneret, A. Ferrari and G. Letac, "Changepoint Detection in Multivariate Poisson Distributions", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'02), pp. 1572-1576, Orlando, USA, May 13-17, 2002.
S. Suparman, M. doisy and J.-Y. Tourneret, "Changepoint Detection using Reversible Jump MCMC Methods", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'02), pp. 1569-1572, Orlando, USA, May 13-17, 2002.
C. Doncarli, M. Davy and J.-Y. Tourneret, "Hierarchical Bayesian Classification of Chirp Signals", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'02), pp. 1565-1568, Orlando, USA, May 13-17, 2002.
P. Michel, J.-Y. Tourneret and P. Djuric, "On-line Model Selection of Nonstationary Time Series using Gerschogrin Disks", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'01), pp. 3189-3192, Salt Lake City, USA, May 7-11, 2001.
P. Djuric, J. Kotecha, J.-Y. Tourneret and S. Lesage, "Adaptive Signal Processing by Particle Filters and Discounting of old Measurements", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'01), pp. 3733-3736, Salt Lake City, USA, May 7-11, 2001.
S. Lesage, J.-Y. Tourneret and P. Djuric, "Classification of digital Modulations by MCMC Sampling", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'01), pp. 2553-2556, Salt Lake City, USA, May 7-11, 2001.

1999-2000

S. Meddeb and J.-Y. Tourneret, "Identification of Nonlinear Satellite Mobile Channels using Volterra Filters", Proc. of 10th Conf. on Sig. Proc. (EUSIPCO'00), pp. 91-94, Tampere, sept. 5-8, 2000.
A. Ferrari and J.-Y. Tourneret, "Statistical analysis of a parametric model for photometric signals ", Proc. of 10th Conf. on Sig. Proc. (EUSIPCO'00), pp. 1815-1818, Tampere, sept. 5-8, 2000.
M. Coulon and J.-Y. Tourneret, "MAP and LS Estimation of Abrupt Changes in Multiplicative Noise using Dynamic Programming", Proc. of 10th Conf. on Sig. Proc. (EUSIPCO'00), pp. 1819-1822, Tampere, sept. 5-8, 2000.
M. Chabert and J.-Y. Tourneret, "Power-Law Time-Scale Contrast for Abrupt Change Detection in Multiplicative Noise ", Proc. of 10th Conf. on Sig. Proc. (EUSIPCO'00), pp. 2713-2716, Tampere, sept. 5-8, 2000.
S. Meddeb, J.-Y. Tourneret and F. Castanié, "Unbiased Parameter Estimation for the Identification of Bilinear Systems," Proc. of 10th IEEE Workshop on Stat. Sig. and Array Proc. (SSAP'00), pp. 176-179, Pocono Manor, Pensylvania, USA, August 14-16, 2000.
J.-Y. Tourneret and S. Lesage, "Classification of Digital Modulations using MCMC Methods," invited paper for the Int. Conf. on Monte Carlo and Prob. Methods for Part. Diff. Equations (MONTE CARLO'00), Monte Carlo, Monaco, July, 3-5, 2000.
M. Davy, C. Doncarli and J.-Y. Tourneret, "Supervised Classification using MCMC Methods," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'00), vol. 1, pp. 33-36, Istanbul, Turquey, June 5-9, 2000.
J.-Y. Tourneret and A. Ferrari, "Cramer-Rao Lower Bounds for Abrupt Change Parameters in Additive and Multiplicative Noise," Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'00), vol. 1, pp. 285-288, Istanbul, Turquey, June 5-9, 2000.
J.-Y. Tourneret, M. Coulon and M. Doisy, "Least-Squares Estimation of Multiple Changepoints Contaminated by Multiplicative Noise using MCMC", invited paper for the sixth IEEE Workshop on Higher-Order Statistics, Dan Ceasarea, Ceasarea, Israel, June 14-16, pp. 148-152, 1999.
A. Ferrari, J.-Y. Tourneret and F.X. Schmider, "Detection of extra solar planets using parametric modeling", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'99), vol. 3, pp. 1369-1372, Phoenix, USA, March l2-15, 1999.
M. Coulon and J.-Y. Tourneret, "Multiple Frequency Estimation in Additive and Multiplicative Colored Noises", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'99), vol. 3, pp. 1573-1576, Phoenix, USA, March l2-15, 1999.

1998-1997

S. Meddeb, J.-Y. Tourneret and F. Castanié, "Identification of Time-Varying Bilinear Systems", Proc. of 9th IEEE Workshop on Stat. Sig. and Array Proc. (SSAP'98), pp. 160-163, Portland, USA, September 14-16, 1998.
M. Coulon and J.-Y. Tourneret, "A Statistical Test for the Detection of AR Processes corrupted by Multiplicative Colored Noise", Proc. of 9th IEEE Workshop on Stat. Sig. and Array Proc. (SSAP'98), pp. 73-76, Portland, USA, September 14-16, 1998.
M. Chabert, J.-Y. Tourneret and F. Castanié, "Non-linear Time-Scale Contrast for Abrupt Change Detection in Multiplicative Noise", Proc. of 9th IEEE Workshop on Stat. Sig. and Array Proc. (SSAP'98), pp. 399-402, Portland, USA, September 14-16, 1998.
M. Coulon and J.-Y. Tourneret, "An HOS Based Statistical Test for Multiplicative Noise Detection", Proc. of 9th Conf. on Sig. Proc. (EUSIPCO'98), pp. 2389-2392, Rhodes, sept. 8-11, 1998.
M. Doisy and J.-Y. Tourneret, "Multiplicative Abrupt Change Detection using MCMC", Workshop on Statistical models and Methods for discontinuous phenomena, Oslo, Norway, May 14-16, 1998.
M. Coulon, J.-Y. Tourneret, and A. Swami, "Detection of Spectrally Equivalent Parametric Processes using Higher-Order Statistics", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'98), pp. 2153-2156, Seattle, USA, May l2-15, 1998.
S. Meddeb, J.-Y. Tourneret and F. Castanié, "Identification of Bilinear Systems Using Bayesian Inference", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'98), pp. 1609-1612, Seattle, USA, May l2-15, 1998.
J.-Y. Tourneret, M. Doisy and M. Mazzei, "Bayesian Estimation of Abrupt Changes Contaminated by Multiplicative Noise", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'98), pp. 2133-2136, Seattle, USA, May l2-15, 1998.
M. Chabert, J.-Y. Tourneret and F. Castanié, "Performance of two Abrupt Change Detectors based on a Time-Scale Signature," Proc. of IASTED Int. Conf. Signal Processing and Communications, Canary Islands, Feb. 1998.

1997

M. Chabert, J.-Y. Tourneret and F. Castanié, "Time-Scale Analysis of Deterministic Signals Corrupted by Zero-Mean Multiplicative Noise," Proc. of IEEE Workshop on Nonlinear Signal and Image Processing, Michigan, 1997.
M. Coulon, J.-Y. Tourneret and M. Ghogho, "Detection and Classification of Spectrally Equivalent Processes: a Parametric Approach," Proc. of IEEE Workshop on Higher-Order Statistics, Banff, Canada, July 21-23, pp. 410-414, 1997.
J.-Y. Tourneret, A. Ferrari and B. Lacaze, "Sampling Jitter Detection using Higher-Order Statistics," Proc. of IEEE Workshop on Higher-Order Statistics, Banff, Canada, July 21-23, pp. 448-452, 1997.
M. Chabert, J.-Y. Tourneret and F. Castanie, "Multiplicative Process Continuous Wavelet Transform in Radar and Communications," Proc. of PIERS'97, p. 805, Cambridge, July 7-11, 1997 (invited paper).
A. P. Guerrero, J.-Y. Tourneret and N. Aakvaag, "Estimation of Sampling Jitter Variance using Autocorrelation Function and Higher-Order Statistics, " Proc. of IEEE Symp. on Information Theory (ISIT'97), p. 78, Ulm, Germany, June 29-July 4, 1997.
A. P. Guerrero and J.-Y. Tourneret, "Second and Fourth-Order Statistics of Gaussian Signals sampled with Jitter. Application to Jitter Variance Estimation," Proc. of Int. Workshop on Sampling Theory and Applications, pp. 199-204, Aveiro, Portugal, June 23-26, 1997.
A. Ferrari, J.-Y. Tourneret and G. Alengrin, "Spectral Estimation of a Gaussian Signal sampled with Jitter", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'97), pp. 3977-3980, Munich, Germany, April 21-24, 1997.
J.-Y. Tourneret and M. Chabert, "Off-Line Detection and Estimation of Abrupt Changes corrupted by Multiplicative Colored Gaussian Noise", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'97), pp. 3693-3696, Munich, Germany, April 21-24, 1997.

before 1997

M. Chabert, J.-Y. Tourneret and F. Castanié, "Performance of an Optimal Multiplicative Jump Detector based on the Continuous Wavelet Transform", Proc. of 8th Conf. on Sig. Proc. (EUSIPCO'96), pp. 659-662, Trieste, sept. 10-13, 1996.
J.-Y. Tourneret and M. Ghogho, "Line Spectrum Pairs in Pattern Recognition", Proc. of 8th Conf. on Sig. Proc. (EUSIPCO'96), pp. 663-666, Trieste, sept. 10-13, 1996.
J.-Y. Tourneret, M. Coulon and K. Vareille, "Detection and Classification of Noisy AR and ARMA Processes", Proc. of 8th Conf. on Sig. Proc. (EUSIPCO'96), pp. 1421-1424, Trieste, sept. 10-13, 1996.
M. Chabert, J.-Y. Tourneret and F. Castanié, "Detection and Classification of Multiplicative Jumps using the Continuous Wavelet Transform", Proc. of IEEE Int. Symp. on Time-Frequency and Time-Scale Analysis, Paris, June 18-21, 1996.
J.-Y. Tourneret, M. Chabert and M. Ghogho, "Detection and Classification of Multiplicative Jumps", Proc. of 8th IEEE Workshop on Stat. Sig. and Array Proc. (SSAP'96), pp. 20-23, Corfu, June 24-26, 1996.
M. Chabert, J.-Y. Tourneret and G. Mesnager, "Edge Detection in Speckled SAR Images using the Continuous Wavelet Transform", Proc. of IEEE Int. Symp. on Geo. and Remote Sensing (IGARSS'96), pp. 1842-1844, Nebraska, May 27-31, 1996.
M. Chabert, J.-Y. Tourneret and F. Castanié, "Additive and Multiplicative Abrupt Jump Detection using the Continuous Wavelet Transform", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'96), pp. 3002-3005, Atlanta, May 7-10, 1996.
J.-Y. Tourneret and B. Lacaze, "Convergence Rate of the Cepstrum Coefficient Distribution to the Gaussian", Proc. of IEEE Workshop on Higher-Order Statistics, pp. 200-203, Begur, Girona, Spain, June 12-14, 1995.
J.-Y. Tourneret and B. Lacaze, "Statistical Study of Cepstrum Coefficients derived from a Random AR Process", Proc. of IEEE Workshop on Nonlinear Dig. Sig. Proc., pp. 674-677, Marmaras, Greece, June 20-22, 1995.
J.-Y. Tourneret and B. Lacaze, "Statistical Study of Reflection Coefficients derived from a Random AR Process", Proc. of IEEE Int. Conf. on Acoust., Speech and Sig. Proc. (ICASSP'95), pp. 1709-1712, Detroit, May 8-12, 1995.
T. Robert and J.-Y. Tourneret, "Continuously Evolving Classification of Signals corrupted by an Abrupt Change", Proc. of IEEE Workshop on Inf. Theory and Stat., p. 97, Alexandria, Oct. 27-29, 1994.
J.-Y. Tourneret and B. Lacaze, "Study of the Couple (Reflection Coefficient, kNN Rule)", Proc. of 7th IEEE Workshop on Stat. Sig. and Array Proc. (SSAP'94), pp. 357-360, Quebec, June 26-29, 1994.
J.-Y. Tourneret and B. Lacaze, "Comparison between two Non-Minimum Phase System Estimators", Proc. of 7th IEEE Med. Elect. Conf. (MELECON'94), pp. 117-120, Antalya, April 12-14, 1994.
J.-Y. Tourneret and B. Lacaze, "Study of the Cepstral Coefficient Probability Density Function", Proc. of 6th IEEE Workshop on Stat. Sig. and Array Proc. (SSAP'92), pp. 440-443, University of Victoria, Canada, October 7-9, 1992.
J.-Y. Tourneret and B. Lacaze, "Study of MA Model Identification using Order Statistics in the presence of Noise", Proc. of 6th Conf. on Sig. Proc. (EUSIPCO'92), pp. 827-830, Brussels, August 24-27, 1992.
J.-Y. Tourneret and B. Lacaze, "A New Estimator of Moving Average Model Parameters based on Order Statistics", Proc. of 26th Conf. on Inf. Sciences and Syst. (CISS'92), pp. 608-613, Princeton University, March 18-20, 1992.
J.-Y. Tourneret and B. Lacaze, "Statistical Study of an AR Filter with a Binary Noise Excitation", Proc. of Int. Conf. on Dig. Sig. Proc., pp. 121-126, Florence, Sept. 4-6, 1991.

National Conference papers

V. Perrier, E. Lochin, J.-Y. Tourneret et P. Gélard, "Réseaux récurrents d'attention pour la régression de séries temporelles," Proc. of GRETSI, Nancy, France, September 6-9, 2022.
L. Leon, H. Wendt, J.-Y. Tourneret et P. Abry, "Estimation du paramètre de multifractalité : régression linéaire, maximum de vraisemblance ou inférence Bayésienne ?," Proc. of GRETSI, Nancy, France, September 6-9, 2022.
J. Lesouple, B. Pilastre, Y. Altmann et J.-Y. Tourneret "Estimation du centre et du rayon d'une hypersphère à l'aide d'une loi a priori de Von Mises-Fisher et d'un algorithme EM," Proc. of GRETSI, Nancy, France, September 6-9, 2022.
B. Pilastre, L. Boussouf, S. D'Escrivan et J.-Y. Tourneret "Représentation parcimonieuse pondérée pour la détection d'anomalies dans des signaux multivariés," Proc. of GRETSI, Lille, France, August 26-28, 2019.
G. Draskovic, F. Pascal, A. Breloy et J.-Y. Tourneret "Nouvelles propriétés asymptotiques de détecteurs robustes," Proc. of GRETSI, Juan-les-Pins, France, September 5-8, 2017.
M. Pereyra et J.-Y. Tourneret "Un petit tutoriel sur les méthodes de simulation stochastique pilotées par l’optimisation," Proc. of GRETSI, Juan-les-Pins, France, September 5-8, 2017.
P.-A. Thouvenin, N. Dobigeon et J.-Y. Tourneret "Une approche distribuée asynchrone pour la factorisation en matrices non-négatives – Application au démélange hyperspectral," Proc. of GRETSI, Juan-les-Pins, France, September 5-8, 2017.
R. Prévost, M. Coulon, D. Bonacci, J. Le Maitre, J.-P. Millerioux et J.-Y. Tourneret "Utilisation partielle du CRC pour la correction d’erreurs des signaux AIS reçus par satellite," Proc. of GRETSI, Lyon, France, September 8-11, 2015.
P.-A. Thouvenin, N. Dobigeon et J.-Y. Tourneret "Estimation de variabilité pour le démélange non-supervisé d’images hyperspectrales," Proc. of GRETSI, Lyon, France, September 8-11, 2015.
S. Combrexelle, H. Wendt, J.-Y. Tourneret, N. Dobigeon, S. McLaughlin et P. Abry "Estimation Bayésienne locale du paramètre de multifractalité à l’aide d’un algorithme de Monte Carlo Hamiltonien," Proc. of GRETSI, Lyon, France, September 8-11, 2015.
A. Halimi, P. Honeine, M. Kharouf, C. Richard et J.-Y. Tourneret, "Estimation de la dimension intrinsèque des images hyperspectrales à l’aide d’un modèle à variances isolées," Proc. of GRETSI, Lyon, France, September 8-11, 2015.
R. Prévost, M. Coulon, D. Bonacci, J. LeMaitre, J.-P. Milleroux et J.-Y. Tourneret," Poursuite de phase durant la démodulation et le décodage des signaux AIS reçus par satellite," Proc. of GRETSI, Brest, France, September 3-6, 2013.
V. Bissoli-Nicolau, M. Coulon, Y. Grégoire, T. Calmettes et J.-Y. Tourneret," Bornes de Cramér-Rao modifiées pour le temps d’arrivée et la période symbole. Application aux signaux Cospas-Sarsat," Proc. of GRETSI, Brest, France, September 3-6, 2013.
A. Halimi, C. Mailhes, J.-Y. Tourneret, F. Boy and T. Moreau, "Modèle semi-analytique pour l’altimétrie SAR/Doppler sur océan," Proc. of GRETSI, Brest, France, September 3-6, 2013.
H. Wendt, N. Dobigeon, J.-Y. Tourneret et P. Abry, "Estimation Bayésienne du paramètre de multifractalité," Proc. of GRETSI, Brest, France, September 3-6, 2013.
Y. Altmann, N. Dobigeon, S. McLaughlin et J.-Y. Tourneret, "Démélange non linéaire d'images hyperspectrales à l'aide de fonctions radiales de base et de moindres carrés orthogonaux," Proc. of GRETSI, Bordeaux, France, September 5-8, 2011.
R. Prévost, M. Coulon, D. Bonacci, J. LeMaitre, J.-P. Millerioux et J.-Y. Tourneret, "Une technique de correction d'erreurs basée sur le CRC pour des systèmes codés en treillis contenant des bits de bourrage," Proc. of GRETSI, Bordeaux, France, September 5-8, 2011.
O. Eches, N. Dobigeon, J.-Y. Tourneret et H. Snoussi, "Méthodes variationnelles pour le démélange d'images hyperspectrales," Proc. of GRETSI, Bordeaux, France, September 5-8, 2011.
A. Halimi, C. Mailhes, J.-Y. Tourneret et P. Thibaut, "Modélisation des signaux altimétriques en présence de pics," Proc. of GRETSI, Bordeaux, France, September 5-8, 2011.
C. Bazot, N. Dobigeon, J.-Y. Tourneret et A. O. Hero, "Modèle Bernoulli-Gaussien pour l'analyse génétique," Proc. of GRETSI, Bordeaux, France, September 5-8, 2011.
C. Quinsac, N. Dobigeon, A. Basarab, D. Kouamé et J.-Y. Tourneret, "Echantillonnage compressé Bayésien en imagerie ultrasonore," Proc. of GRETSI, Bordeaux, France, September 5-8, 2011.
C. Lin, G. Kail, C. Mailhes, J.-Y. Tourneret et F. Hlawatsch, "Segmentation des signaux ECG et caractérisation des ondes P et T à l'aide d'un échantillonneur de Gibbs par bloc," Proc. of GRETSI, Bordeaux, France, September 5-8, 2011.
M. Pereyra, N. Dobigeon, H. Batatia et J.-Y. Tourneret, "Un modèle de mélange de lois de Rayleigh généralisées spatialement corrélées pour la segmentation des échographies cutanées," Proc. of GRETSI, Bordeaux, France, September 5-8, 2011.
M. Chabert and J.-Y. Tourneret, "Etude d'un système de Pearson bivarié pour des images hétérogènes d'observation de la Terre," Proc. of GRETSI, Bordeaux, France, September 5-8, 2011.
P. Bernardoff, F. Chatelain et J.-Y. Tourneret, "Masses des lois multinomiales négatives. Application au traitement d images polarimétriques," Proc. of 42èmes Journées de Statistique,Marseille, France, 24-28 Mai 2010.
V. Poulain, J. Inglada, M. Spigai, J.-Y. Tourneret and P. Marthon, "Utilisation d'images satellites haute résolution et radar pour la mise à jour de bases de données cartographiques, Proc. of GRETSI, Dijon, France, September 8-11, 2009.
N. Dobigeon, A. O. Hero and J.-Y. Tourneret, "Reconstruction bayésienne d'images MRFM parcimonieuses," Proc. of GRETSI, Dijon, France, September 8-11, 2009.
N. Dobigeon, S. Moussaoui, M. Coulon, J.-Y. Tourneret and A. O. Hero, "Extraction de composants purs et démélange linéaire bayésiens en imagerie hyperspectrale," Proc. of GRETSI, Dijon, France, September 8-11, 2009.
O. Eches, N. Dobigeon and J.-Y. Tourneret, "Analyse d'images hyperspectrales à l'aide d'un modèle de mélange de spectres aléatoires," Proc. of GRETSI, Dijon, France, September 8-11, 2009.
N. Thomas, J.-Y. Tourneret and M.-L. Boucheret, "Reconnaissance de modulations numériques à l'aide de méthodes MCMC" Proc. of GRETSI, Troyes, France, September 11-14, 2007.
S. Bidon, O. Besson and J.-Y. Tourneret, "Algorithme STAP pour fouillis non stationnaire en distance" Proc. of GRETSI, Troyes, France, September 11-14, 2007.
M. Davy and J.-Y. Tourneret, "Classification bayésienne supervisée par processus de Dirichlet", Proc. of GRETSI, Troyes, France, September 11-14, 2007.
F. Chatelain, A. Ferrari and J.-Y. Tourneret, "Détection d'exoplanètes à l'aide de méthodes des moments", Proc. of GRETSI, Troyes, France, September 11-14, 2007.
N. Dobigeon, J.-Y. Tourneret, S. Moussaoui, "Séparation Bayésienne de sources spectrales sous contraintes de positivité et d'additivité" Proc. of GRETSI, Troyes, France, September 11-14, 2007.
A. Ferrari, J.-Y. Tourneret, E. Serradel and C. Aime "Analyse statistique de la détection de planètes par imagerie indirecte" Proc. of GRETSI, Louvain, Belgique, September 6-9, 2005.
N. Dobigeon and J.-Y. Tourneret, "Segmentation conjointe de données Poissonniennes" Proc. of GRETSI, Louvain, Belgique, September 6-9, 2005.
Y. Laksari, H. Aubert et J.-Y. Tourneret, "Analyse en ondelettes de la réponse impulsionnelle bruitée de structures multicouches fractales", Proc. of OHD, Le Mans, 3-5 Sept. 2001.
M. Chabert, J.-Y. Tourneret et F. Castanié, "Détection temps-échelle de ruptures dans un bruit multiplicatif a l'aide d'un prétraitement non-linéaire", Proc. of GRETSI, pp. 985-988, Vannes, 13-17 Sept. 1999.
M. Coulon et J.-Y. Tourneret, "Détection de ruptures dans un bruit multiplicatif par méthode des moindres carrés et recuit simulé : application aux Images RSO", Proc. of GRETSI, pp. 1025-1028, Vannes, 13-17 Sept. 1999.
M. Khoumri, J.-Y. Tourneret and M. Doisy, "Restauration et détection de ruptures en théorie du signal", 31èmes journées de statistique, 17-21 Mai 1999, Grenoble, France.
M. Doisy and J.-Y. Tourneret, "Méthodes MCMC pour la détection de ruptures dans un signal perturbé par un bruit multiplicatif", 30èmes journées de statistique, 25-29 Mai 1998, pp. 184-186, Rennes, France.
M. Chabert, J.-Y. Tourneret and F. Castanié, "Analyse Temps-Echelle de Ruptures Noyées dans un Bruit Multiplicatif", Proc. of GRETSI, pp. 1471-1474 , Grenoble, 15-19 Sept. 1997.
M. Coulon and J.-Y. Tourneret, "Détection de Processus Spectralement Equivalents à l'aide des Statistiques d'Ordre Supérieur," Proc. of GRETSI, pp. 495-498 , Grenoble, Sept. 1997.
J.-Y. Tourneret and B. Lacaze, "Etude Statistique des Coefficients de Réflection", Proc. of GRETSI, pp. 221-224, Juans les Pins, Sept. 13-16, 1993.
J.-Y. Tourneret and B. Lacaze, "Identification d'un modèle MA perturbé par un bruit additif à support borné", Proc. of GRETSI, pp. 77-80, Juans les Pins, Sept. 13-16, 1993.
J.-Y. Tourneret and B. Lacaze, "Classes de lois de Processus AR Non-Gaussiens", Proc. of GRETSI, pp. 1-4, Juans les Pins, Sept. 16-20, 1991.

Jean-Yves Tourneret

Professor at INP-ENSEEIHT Toulouse

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