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Paul Honeine

21
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990759

Nonlinear estimation of material abundances in hyperspectral images with L₁-norm spatial regularization

Jie Chen , Cédric Richard , Paul Honeine
IEEE Transactions on Geoscience and Remote Sensing, 2014, 52 (5), pp.2654 - 2665. ⟨10.1109/TGRS.2013.2264392⟩
Article dans une revue hal-01965569v1
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Variants of non-negative least-mean-square algorithm and convergence analysis

Jie Chen , Cédric Richard , José C. M. Bermudez , Paul Honeine
IEEE Transactions on Signal Processing, 2014, 62 (15), pp.3990 - 4005. ⟨10.1109/TSP.2014.2332440⟩
Article dans une revue hal-01965572v1
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Nonlinear unmixing of hyperspectral data based on a linear-mixture/nonlinear-fluctuation model

Jie Chen , Cédric Richard , Paul Honeine
IEEE Transactions on Signal Processing, 2013, 61 (2), pp.480 - 492. ⟨10.1109/TSP.2012.2222390⟩
Article dans une revue hal-01965573v1

Supervised nonlinear unmixing of hyperspectral images using a pre-image method

Nguyen Hoang Nguyen , Jie Chen , Cédric Richard , Céline Theys , Paul Honeine
EAS Publications Series, 2013, EAS Publications Series, 59, pp.417 - 437. ⟨10.1051/eas/1359019⟩
Article dans une revue hal-01964950v1
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Non-negative least-mean-square algorithm

Jie Chen , Cédric Richard , José C. M. Bermudez , Paul Honeine
IEEE Transactions on Signal Processing, 2011, 59 (11), pp.5225 - 5235. ⟨10.1109/TSP.2011.2162508⟩
Article dans une revue hal-01965584v1
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A decentralized approach for non-linear prediction of time series data in sensor networks

Paul Honeine , Cédric Richard , José C. M. Bermudez , Jie Chen , Hichem Snoussi
Journal on Wireless Communications and Networking, 2010, Special issue on theoretical and algorithmic foundations of wireless ad hoc and sensor networks, pp.12:1 - 12:12. ⟨10.1155/2010/627372⟩
Article dans une revue hal-01965586v1
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Identification en ligne avec régularisation L1. Algorithme et analyse de convergence en environnement non-stationnaire

Jie Chen , Cédric Richard , José C. M. Bermudez , Paul Honeine
Actes du 24-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2013, Brest, France
Communication dans un congrès hal-01966002v1
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Estimating abundance fractions of materials in hyperspectral images by fitting a post-nonlinear mixing model

Jie Chen , Cédric Richard , Paul Honeine
Proc. IEEE Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS), 2013, Gainesville, Florida, USA, United States. ⟨10.1109/WHISPERS.2013.8080639⟩
Communication dans un congrès hal-01965999v1
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Non-stationary Analysis of the Convergence of the Non-negative Least-mean-square Algorithm

Jie Chen , Cédric Richard , José C. M. Bermudez , Paul Honeine
Proc. 21th European Conference on Signal Processing (EUSIPCO), 2013, Marrakech, Morocco. pp.1-5
Communication dans un congrès hal-01966010v1
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Nonlinear unmixing of hyperspectral data with partially linear least-squares support vector regression

Jie Chen , Cédric Richard , André Ferrari , Paul Honeine
Proc. 38th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2013, Vancouver, Canada. pp.2174 - 2178, ⟨10.1109/ICASSP.2013.6638039⟩
Communication dans un congrès hal-01966004v1
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Nonlinear unmixing of hyperspectral images based on multi-kernel learning

Jie Chen , Cédric Richard , Paul Honeine
Proc. IEEE Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS), 2012, Shanghai, China. pp.1-4, ⟨10.1109/WHISPERS.2012.6874231⟩
Communication dans un congrès hal-01966012v1
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Prediction of Rain Attenuation Series with Discretized Spectral Model

Jie Chen , Cédric Richard , Paul Honeine , Jean-Yves Tourneret
Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2012, Munich, Germany. pp.2407-2410, ⟨10.1109/IGARSS.2012.6351006⟩
Communication dans un congrès hal-01966022v1
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A Modified Non-Negative LMS Algorithm and its Stochastic Behavior Analysis

Jie Chen , Cédric Richard , José C. M. Bermudez , Paul Honeine
Proc. 45th Asilomar Conference on Signals, Systems and Computers (ASILOMAR), 2011, Pacific Grove (CA), USA, United States. pp.542-546, ⟨10.1109/ACSSC.2011.6190060⟩
Communication dans un congrès hal-01966036v1
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Filtrage adaptatif avec contrainte de non-négativité. Principes de l'algorithme NN-LMS et modèle de convergence

Cédric Richard , Jie Chen , José C. M. Bermudez , Paul Honeine
Actes du 23-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2011, Bordeaux, France
Communication dans un congrès hal-01966027v1
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A novel kernel-based nonlinear unmixing scheme of hyperspectral images

Jie Chen , Cédric Richard , Paul Honeine
Proc. 45th Asilomar Conference on Signals, Systems and Computers (ASILOMAR), 2011, Pacific Grove (CA), USA, United States. pp.1898-1902, ⟨10.1109/ACSSC.2011.6190353⟩
Communication dans un congrès hal-01966037v1
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Un nouveau paradigme pour le démélange non-linéaire des images hyperspectrales

Jie Chen , Cédric Richard , Paul Honeine
Actes du 23-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2011, Bordeaux, France
Communication dans un congrès hal-01966031v1
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A Gradient Based Method for Fully Constrained Least-Squares Unmixing of Hyperspectral Images

Jie Chen , Cédric Richard , Henri Lantéri , Céline Theys , Paul Honeine
Proc. IEEE workshop on Statistical Signal Processing (SSP), 2011, Nice, France. pp.301-304, ⟨10.1109/SSP.2011.5967687⟩
Communication dans un congrès hal-01966030v1
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Online system identification under non-negativity and l₁-norm constraints algorithm and weight behavior analysis

Jie Chen , Cédric Richard , Henri Lantéri , Céline Theys , Paul Honeine
Proc. 19th European Conference on Signal Processing (EUSIPCO), 2011, Barcelona, Spain. pp.1919-1923
Communication dans un congrès hal-01966026v1
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Techniques d'apprentissage non-linéaires en ligne avec contraintes de positivité

Jie Chen , Cédric Richard , Paul Honeine , Hichem Snoussi , Henri Lantéri
Actes de la VI-ème Conférence Internationale Francophone d'Automatique (CIFA), 2010, Nancy, France
Communication dans un congrès hal-01966043v1
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Non-negative Distributed Regression for Data Inference in Wireless Sensor Networks

Jie Chen , Cédric Richard , Paul Honeine , José C. M. Bermudez
Proc. 44th Asilomar Conference on Signals, Systems and Computers (ASILOMAR), 2010, Pacific Grove (CA), USA, United States. pp.451-455, ⟨10.1109/ACSSC.2010.5757599⟩
Communication dans un congrès hal-01966045v1
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System identification under non-negativity constraints

Jie Chen , Cédric Richard , Paul Honeine , Henri Lantéri , Céline Theys
European Signal Processing Conference, Aug 2010, Aalborg, Denmark. pp.1728-1732
Communication dans un congrès hal-02111262v1