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hal-00915663v1  Journal articles
Nicolas DobigeonJean-Yves TourneretCédric RichardJosé Carlos M. BermudezSteve Mclaughlin et al.  Nonlinear unmixing of hyperspectral images: Models and algorithms
IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2014, vol. 31, pp. 82-94. ⟨10.1109/MSP.2013.2279274⟩
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hal-01484999v1  Conference papers
Tales ImbiribaJosé Carlos BermudezJean-Yves TourneretCédric Richard. Detection of nonlinear mixtures using Gaussian processes: Application to hyperspectral imaging
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. pp. 7949-7953
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hal-01485023v1  Conference papers
Tales ImbiribaJosé Carlos BermudezCédric RichardJean-Yves Tourneret. Band selection in RKHS for fast nonlinear unmixing of hyperspectral images
23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp. 1651-1655
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hal-01399870v1  Conference papers
Ningning ZhaoAdrian BasarabDenis KouaméJean-Yves Tourneret. Restoration of Ultrasound Images Using A Hierarchical Bayesian Model with A Generalized Gaussian Prior
IEEE International Conference on Image Processing (ICIP 2014), Oct 2014, Paris, France. pp. 4577-4581
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hal-01278488v1  Conference papers
Lotfi ChaâriJean-Yves TourneretCaroline Chaux. Sparse signal recovery using a Bernoulli generalized Gaussian prior
EUSIPCO 2015 23rd European Signal Processing Conference, Aug 2015, Nice, France. ⟨10.1109/EUSIPCO.2015.7362676⟩
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hal-01261357v1  Journal articles
Facundo CostaHadj BatatiaLotfi ChaâriJean-Yves Tourneret. Sparse EEG Source Localization Using Bernoulli Laplacian Priors
IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2015, vol. 62 (n° 12), pp. 2888-2898. ⟨10.1109/TBME.2015.2450015⟩
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hal-01485015v1  Conference papers
Mohamed SahmoudiAude BourdeauJean-Yves Tourneret. Deep fusion of vector tracking GNSS receivers and a 3D city model for robust positioning in urban canyons with NLOS signals
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
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hal-01178562v1  Conference papers
Qi WeiJosé M. Bioucas-DiasNicolas DobigeonJean-Yves Tourneret. Fusion of multispectral and hyperspectral images based on sparse representation
22nd European Signal and Image Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal. pp. 1577-1581
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hal-01342993v1  Conference papers
Pierre-Antoine ThouveninNicolas DobigeonJean-Yves Tourneret. Estimation de variabilité pour le démélange non-supervisé d'images hyperspectrales
25eme Colloque Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2015), Sep 2015, Lyon, France. pp. 1-4
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hal-01387760v1  Conference papers
Abderrahim HalimiNicolas DobigeonJean-Yves TourneretPaul Honeine. A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability
ICASSP 2015, 40th IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2015, Brisbane, Australia. pp.2469-2473, ⟨10.1109/ICASSP.2015.7178415⟩
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hal-01387798v1  Conference papers
Sébastien CombrexelleHerwig WendtPatrice AbryNicolas DobigeonStephen Mc Laughlin et al.  A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation
40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. pp.3886-3890, ⟨10.1109/ICASSP.2015.7178699⟩
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hal-01363316v1  Conference papers
Abderrahim HalimiNicolas DobigeonJean-Yves TourneretStephen MclaughlinPaul Honeine. Unmixing multitemporal hyperspectral images accounting for endmember variability
23rd European Signal and Image Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp. 1686-1690
hal-03198231v1  Journal articles
Abderrahim HalimiNicolas DobigeonJean-Yves Tourneret. Unsupervised unmixing of hyperspectral images accounting for endmember variability
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2015, 24 (12), pp.4904--4917. ⟨10.1109/TIP.2015.2471182⟩
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hal-01187314v1  Journal articles
Qi WeiNicolas DobigeonJean-Yves Tourneret. Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2015, vol. 24 (n° 11), pp. 4109-4121. ⟨10.1109/TIP.2015.2458572⟩
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hal-00992112v1  Journal articles
Yoann AltmannNicolas DobigeonJean-Yves Tourneret. Unsupervised Post-Nonlinear Unmixing of Hyperspectral Images Using a Hamiltonian Monte Carlo Algorithm
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2014, 23 (6), pp.2663-2675. ⟨10.1109/TIP.2014.2314022⟩
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hal-01491206v1  Conference papers
Facundo CostaHadj BatatiaThomas OberlinJean-Yves Tourneret. EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler
6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. pp. 261-264
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hal-01377335v1  Conference papers
Qi WeiNicolas DobigeonJean-Yves Tourneret. Bayesian fusion of multispectral and hyperspectral images using a block coordinate descent method
IEEE Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS 2015), Jun 2015, Tokyo, Japan. pp. 1-5
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hal-01187286v1  Journal articles
Qi WeiNicolas DobigeonJean-Yves Tourneret. Bayesian Fusion of Multi-Band Images
IEEE Journal of Selected Topics in Signal Processing, IEEE, 2015, vol. 9 (n° 6), pp. 1117-1127. ⟨10.1109/JSTSP.2015.2407855⟩
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hal-01147249v1  Conference papers
Abderrahim HalimiCorinne MailhesJean-Yves TourneretFrançois BoyThomas Moreau. A Generalized Semi-Analytical model for delay/Doppler altimetry
International Geoscience & Remote Sensing Symposium - IGARSS 2014, Jul 2014, Quebec, Canada. pp. 5126-5129
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hal-01057698v1  Journal articles
Abderrahim HalimiCorinne MailhesJean-Yves TourneretPierre ThibaultFrançois Boy. A Semi-Analytical Model for Delay/Doppler Altimetry and Its Estimation Algorithm
IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2014, vol. 52 (n° 7), pp. 4248-4258. ⟨10.1109/TGRS.2013.2280595⟩
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hal-01511893v1  Conference papers
Sébastien CombrexelleHerwig WendtJean-Yves TourneretPatrice AbryStephen Mclaughlin. Bayesian estimation of the multifractality parameter for images via a closed-form Whittle likelihood
23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp. 1003-1007
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hal-01511890v1  Conference papers
Fredrik AnderssonMarcus CarlssonJean-Yves TourneretHerwig Wendt. A Method for 3D Direction of Arrival Estimation for General Arrays Using Multiple Frequencies
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. pp. 1-4
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hal-01387805v1  Conference papers
Ningning ZhaoAdrian BasarabDenis KouaméJean-Yves Tourneret. Joint Bayesian Deconvolution And Point Spread Function Estimation For Ultrasound Imaging
12th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2015), Apr 2015, New York, NY, United States. pp.235-238, ⟨10.1109/ISBI.2015.7163857⟩
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hal-01096695v1  Journal articles
Abderrahim HalimiCorinne MailhesJean-Yves TourneretFrançois BoyThomas Moreau. Including antenna mispointing in a semi-analytical model for delay/Doppler altimetry
IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2015, vol. 53, pp. 598-608. ⟨10.1109/TGRS.2014.2326177⟩
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hal-01493782v1  Conference papers
Stéphanie BidonOlivier BessonJean-Yves TourneretFrançois Le Chevalier. Bayesian sparse estimation of migrating targets in autoregressive noise for wideband radar
IEEE International Radar Conference (RadarCon 2014), May 2014, Cincinnati, OH, United States. pp. 579-584