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Anomaly detection in mixed telemetry data using a sparse representation and dictionary learning

Barbara Pilastre , Loic Boussouf , Stéphane d' Escrivan , Jean-Yves Tourneret
Signal Processing, 2020, 168, pp.1-10. ⟨10.1016/j.sigpro.2019.107320⟩
Journal articles hal-02466360v1
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Spectral Image Fusion From Compressive Measurements Using Spectral Unmixing and a Sparse Representation of Abundance Maps

Edwin Vargas , Henry Arguello , Jean-Yves Tourneret
IEEE Transactions on Geoscience and Remote Sensing, 2019, 57 (7), pp.5043-5053. ⟨10.1109/TGRS.2019.2895822⟩
Journal articles hal-02177181v1
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Smooth Bias Estimation for Multipath Mitigation Using Sparse Estimation

Julien Lesouple , Franck Barbiero , Frédéric Faurie , Mohamed Sahmoudi , Jean-Yves Tourneret
21st International Conference on Information Fusion (FUSION 2018), Jul 2018, Cambridge, United Kingdom. pp.1696-1702
Conference papers hal-01925466v1
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Singular random signals

Bernard Picinbono , Jean-Yves Tourneret
IEEE Transactions on Signal Processing, 2005, 53 (2), pp.499-504. ⟨10.1109/TSP.2004.840783⟩
Journal articles hal-03600316v1
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Multifractal anomaly detection in images via space-scale surrogates

Herwig Wendt , Lorena Leon Arencibia , Jean-Yves Tourneret , Patrice Abry
IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. paper 1405, ⟨10.1109/ICIP46576.2022.9897659⟩
Conference papers hal-03850432v2
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Estimation du paramètre de multifractalité

Lorena Leon Arencibia , Herwig Wendt , Jean-Yves Tourneret , Patrice Abry
XXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2022), Sep 2022, Nancy, France. pp.1-4
Conference papers hal-03850442v2
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Parameter Estimation For Multivariate Generalized Gaussian Distributions

Frédéric Pascal , Lionel Bombrun , Jean-Yves Tourneret , Yannick Berthoumieu
IEEE Transactions on Signal Processing, 2013, 61 (23), pp.5960-5971. ⟨10.1109/TSP.2013.2282909⟩
Journal articles hal-00879851v1
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Estimating the granularity coefficient of a Potts-Markov random field within an MCMC algorithm

Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret
IEEE Transactions on Image Processing, 2013, vol. 22 (n° 6), pp. 2385-2397. ⟨10.1109/TIP.2013.2249076⟩
Journal articles hal-01130731v1
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Adaptive Markov random fields for joint unmixing and segmentation of hyperspectral image

Olivier Eches , Jon Atli Benediktsson , Nicolas Dobigeon , Jean-Yves Tourneret
IEEE Transactions on Image Processing, 2013, Vol. 22, pp. 5-16. ⟨10.1109/TIP.2012.220427⟩
Journal articles hal-00780569v1
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Nonlinear spectral unmixing of hyperspectral images using Gaussian processes

Yoann Altmann , Nicolas Dobigeon , Steve Mclaughlin , Jean-Yves Tourneret
IEEE Transactions on Signal Processing, 2013, vol. 61, pp. 2442-2453. ⟨10.1109/TSP.2013.2245127⟩
Journal articles hal-00818786v1
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Detection of variance changes and mean value jumps in measurement noise for multipath mitigation in urban navigation

Mariana Spangenberg , Jean-Yves Tourneret , Vincent Calmettes , Grégoire Duchâteau
Asilomar 2008, 42nd Conference on Signals Systems and Computers, Oct 2008, Pacific Grove, United States. pp 1193-1197, ⟨10.1109/ACSSC.2008.5074604⟩
Conference papers hal-01022442v1

Bayesian off-line detection of multiple change-points corrupted by multiplicative noise : application to SAR image edge detection

Jean-Yves Tourneret , Michel Doisy , Marc Lavielle
Signal Processing, 2003, 83 (9), pp.1871-1887. ⟨10.1016/S0165-1684(03)00106-3⟩
Journal articles istex hal-03602985v1
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Regularized Bayesian compressed sensing in ultrasound imaging

Nicolas Dobigeon , Adrian Basarab , Denis Kouamé , Jean-Yves Tourneret
20th European Signal and Image Processing Conference (EUSIPCO 2012), European Association for Signal, Speech, and Image Processing (EURASIP), Aug 2012, Bucharest, Romania. pp.2600--2604
Conference papers hal-03146722v1
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Restoration of Ultrasound Images Using A Hierarchical Bayesian Model with A Generalized Gaussian Prior

Ningning Zhao , Adrian Basarab , Denis Kouamé , Jean-Yves Tourneret
IEEE International Conference on Image Processing (ICIP 2014), Oct 2014, Paris, France. pp. 4577-4581
Conference papers hal-01399870v1
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R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation

Qi Wei , Nicolas Dobigeon , Jean-Yves Tourneret , José M. Bioucas-Dias , Simon Godsill
IEEE Signal Processing Letters, 2016, vol. 23 (n° 11), pp. 1632-1636. ⟨10.1109/LSP.2016.2608858⟩
Journal articles hal-01407440v1
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On an Iterative Method for Direction of Arrival Estimation using Multiple Frequencies

Fredrik Andersson , Marcus Carlsson , Jean-Yves Tourneret , Herwig Wendt
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing - CAMSAP 2013, Dec 2013, Saint-Martin, France. pp. 328-331
Conference papers hal-01150346v1

Extended constrained Viterbi algorithm for AIS signals received by satellite

Raoul Prevost , Martial Coulon , David Bonacci , Julia Lemaitre , Jean-Pierre Millerioux , et al.
1st International IEEE AESS European Conference on Space and Satellite Telecommunications (ESTEL 2012), IEEE, Oct 2012, Rome, Italy. pp.245-250, ⟨10.1109/ESTEL.2012.6400111⟩
Conference papers hal-03609215v1
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An EM Algorithm for Mixtures of Hyperspheres

Julien Lesouple , Philippe Burger , Jean-Yves Tourneret
30th European Signal Processing Conference (EUSIPCO 2022), European Association for Signal Processing (EURASIP), Aug 2022, Belgrade, Serbia
Conference papers hal-03693951v1
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Sparse representations and dictionary learning: from image fusion to motion estimation

Jean-Yves Tourneret , Adrian Basarab , Nora Leïla Ouzir , Qi Wei
41st International Geoscience and Remote Sensing Symposium (IGARSS 2021), IEEE Geoscience and Remote Sensing Society, Jul 2021, Brussels / Virtual, Belgium. pp.25-28, ⟨10.1109/IGARSS47720.2021.9554890⟩
Conference papers hal-03130465v1
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Clutter rejection for MTI radar using a single antenna and a long integration time

Philippe Goy , François Vincent , Jean-Yves Tourneret
4th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2011), IEEE, Dec 2011, San Juan, Puerto Rico. pp.389-392, ⟨10.1109/CAMSAP.2011.6136034⟩
Conference papers hal-04026208v1

Estimating the polarization degree of polarimetric images in coherent illumination using maximum likelihood methods

Florent Chatelain , Jean-Yves Tourneret , Muriel Roche , Mehdi Alouini
Journal of the Optical Society of America. A Optics, Image Science, and Vision, 2009, 26 (6), pp.1348-1359. ⟨10.1364/JOSAA.26.001348⟩
Journal articles hal-00475975v1
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A Bayesian Approach for the Multifractal Analysis of Spatio-Temporal Data

Sébastien Combrexelle , Herwig Wendt , Jean-Yves Tourneret , Yoann Altmann , Stephen Mclaughlin , et al.
23rd International Conference on Systems, Signals and Image Processing (IWSSIP 2016), May 2016, Bratislava, Slovakia. pp. 1-4
Conference papers hal-01511895v1
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Multi-subject joint parcellation detection estimation in functional MRI

Mohanad Albughdadi , Lotfi Chaari , Florence Forbes , Jean-Yves Tourneret , Philippe Ciuciu
13th IEEE International Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic. pp.74-77, ⟨10.1109/ISBI.2016.7493214⟩
Conference papers hal-01261982v1
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Spatio-spectral regularization to improve magnetic resonance spectroscopic imaging quantification

Andrea Laruelo , Lotfi Chaari , Jean-Yves Tourneret , Hadj Batatia , Soleakhena Ken , et al.
NMR in Biomedicine, 2016, 129 (7), pp.918-931. ⟨10.1002/nbm.3532⟩
Journal articles hal-01381730v1
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Deep fusion of vector tracking GNSS receivers and a 3D city model for robust positioning in urban canyons with NLOS signals

Mohamed Sahmoudi , Aude Bourdeau , Jean-Yves Tourneret
7th ESA Workshop on Satellite Navigation Technologies and European Workshop on GNSS Signals and Signal Processing (NAVITEC 2014), Dec 2014, Noordwijk, Netherlands. pp. 1-7
Conference papers hal-01485015v1
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Bayesian sparse estimation of migrating targets for wideband radar

Stéphanie Bidon , Jean-Yves Tourneret , Laurent Savy , François Le Chevalier
IEEE Transactions on Aerospace and Electronic Systems, 2014, vol. 50 (n° 2), pp. 871-886. ⟨10.1109/TAES.2013.120533⟩
Journal articles hal-01485037v1
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Hybrid Sparse Regularization for Magnetic Resonance Spectroscopy

Andrea Laruelo , Lotfi Chaari , Hadj Batatia , Soleakhena Ken , Ben Rowland , et al.
IEEE Engineering in Medicine and Biology Society Conference - EMBC 2013, Jul 2013, Osaka, Japan. pp. 6768-6771
Conference papers hal-01148277v1
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Sparse EEG Source Localization Using Bernoulli Laplacian Priors

Facundo Costa , Hadj Batatia , Lotfi Chaari , Jean-Yves Tourneret
IEEE Transactions on Biomedical Engineering, 2015, vol. 62 (n° 12), pp. 2888-2898. ⟨10.1109/TBME.2015.2450015⟩
Journal articles hal-01261357v1
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Detecting, estimating and correcting multipath biases affecting GNSS signals using a marginalized likelihood ratio-based method

Cheng Cheng , Jean-Yves Tourneret , Quan Pan , Vincent Calmettes
Signal Processing, 2016, vol. 118, pp. 221-234. ⟨10.1016/j.sigpro.2015.06.021⟩
Journal articles hal-01260529v1
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Bayesian algorithm for unsupervised unmixing of hyperspectral images using a post-nonlinear model

Yoann Altmann , Nicolas Dobigeon , Jean-Yves Tourneret
21st European Signal and Image Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp. 1-5
Conference papers hal-01239743v1