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Nonlinear feature extraction using kernel principal component analysis with non-negative pre-image

Maya Kallas , Paul Honeine , Cédric Richard , Hassan Amoud , Clovis Francis
Proc. 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2010, Buenos Aires, Argentina. pp.3642-3645, ⟨10.1109/IEMBS.2010.5627421⟩
Conference papers hal-01966047v1
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A simple scheme for unmixing hyperspectral data based on the geometry of the n-dimensional simplex

Paul Honeine , Cédric Richard
Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2010, Honolulu (Hawaii), USA, Unknown Region. pp.2271-2274, ⟨10.1109/IGARSS.2010.5651456⟩
Conference papers hal-01966046v1
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Classification multi-classes au prix d'un classifieur binaire

Zineb Noumir , Paul Honeine , Cédric Richard
Actes du 23-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2011, Bordeaux, France
Conference papers hal-01966041v1
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Prediction of time series using yule-walker equations with kernels

Maya Kallas , Paul Honeine , Cédric Richard , Clovis Francis , Hassan Amoud
Proc. 37th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012, Kyoto, Japan. pp.2185 - 2188, ⟨10.1109/ICASSP.2012.6288346⟩
Conference papers hal-01966015v1
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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⟩
Conference papers hal-01966004v1
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Kernels for time series of exponential decay/growth processes

Zineb Noumir , Paul Honeine , Cédric Richard
Proc. 22nd IEEE workshop on Machine Learning for Signal Processing (MLSP), 2012, Santander, Spain. pp.1-6, ⟨10.1109/MLSP.2012.6349753⟩
Conference papers hal-01966020v1
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Spatial regularization for nonlinear unmixing of hyperspectral data with vector-valued kernel functions

Rita Ammanouil , André Ferrari , Cédric Richard , Jean-Yves Tourneret
IEEE Workshop on statistical signal processing (SSP 2016), Aug 2016, Palma de Mallorca, Spain. pp. 1-5
Conference papers hal-01466645v1
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Distributed learning with kernels in wireless sensor networks for physical phenomena modeling and tracking

Cédric Richard , Paul Honeine , Hichem Snoussi , André Ferrari , Céline Theys
Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2010, Honolulu (Hawaii), USA, United States
Conference papers hal-01966044v1
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Generative adversarial networks as a novel approach for tectonic fault and fracture extraction in high resolution satellite and airborne optical images

Bahram Jafrasteh , Isabelle Manighetti , Josiane Zerubia
ISPRS 2020 - XXIV International Society of Photogrammetry and Remote Sensing Congress, Aug 2020, Nice / Virtual, France. pp.1219-1227, ⟨10.5194/isprs-archives-XLIII-B3-2020-1219-2020⟩
Conference papers hal-02982510v1
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Robust nonnegative matrix factorization for nonlinear unmixing of hyperspectral images

Nicolas Dobigeon , Cédric Févotte
IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS 2013, Jun 2013, Gainesville, United States. pp. 1-4
Conference papers hal-01151017v1
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An enhanced deep learning approach for tectonic fault and fracture extraction in very high resolution optical images

Bilel Kanoun , Mohamed Abderrazak Cherif , Isabelle Manighetti , Yuliya Tarabalka , Josiane Zerubia
ICASSP 2022 - IEEE International Conference on Acoustics, Speech, & Signal Processing, IEEE, May 2022, Singapore/Hybrid, Singapore. ⟨10.1109/ICASSP43922.2022.9747007⟩
Conference papers hal-03577214v2

Adaptive Least-Squares One-Class Machines

Zineb Noumir , Paul Honeine , Cédric Richard
[Research Report] UTT-ICD-2012-3-31, Université de technologie de Troyes. 2012, pp.1 - 12
Reports hal-01966121v1
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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⟩
Conference papers hal-01966030v1
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Non-Negative Pre-Image in Machine Learning for Pattern Recognition

Maya Kallas , Paul Honeine , Cédric Richard , Clovis Francis , Hassan Amoud
Proc. 19th European Conference on Signal Processing (EUSIPCO), 2011, Barcelona, Spain. pp.931-935
Conference papers hal-01966029v1
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Approches géométriques pour l'estimation des fractions d'abondance en traitement de données hyperspectales

Paul Honeine , Cédric Richard
Actes du 23-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2011, Bordeaux, France
Conference papers hal-01966040v1
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One-class Machines Based on the Coherence Criterion

Zineb Noumir , Paul Honeine , Cédric Richard
Proc. IEEE workshop on Statistical Signal Processing (SSP), 2012, Ann Arbor, Michigan, USA, United States. pp.600 - 603, ⟨10.1109/SSP.2012.6319771⟩
Conference papers hal-01966025v1
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Online One-Class Machines Based on the Coherence Criterion

Zineb Noumir , Paul Honeine , Cédric Richard
Proc. 20th European Conference on Signal Processing (EUSIPCO), 2012, Bucharest, Romania. pp.664 - 668
Conference papers hal-01966019v1
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Modèle autorégressif non-linéaire à noyau. Une première approche

Maya Kallas , Paul Honeine , Cédric Richard , Clovis Francis , Hassan Amoud
Actes du 23-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2011, Bordeaux, France
Conference papers hal-01966034v1
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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
Conference papers hal-02111262v1
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Modeling electrocardiogram using Yule-Walker equations and kernel machines

Maya Kallas , Clovis Francis , Paul Honeine , Hassan Amoud , Cédric Richard
Proc. 19th International Conference on Telecommunications (ICT), 2012, Jounieh, Lebanon. pp.1-5, ⟨10.1109/ICTEL.2012.6221217⟩
Conference papers hal-01966017v1
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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
Conference papers hal-01966026v1

System and method for locating a target using a transceiver array

Hichem Snoussi , Cédric Richard , Paul Honeine
United States, Patent n° : US13264719. 2010
Patents hal-01966122v1
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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⟩
Conference papers hal-01966022v1

VigiRes'Eau

Stéphane Deveughèle , Charles Perez , Marc Lemercier , Huan Yin , B. Birregah , et al.
Proc. 10th International Conference on Hydroinformatics, 2012, Hamburg, Germany
Conference papers hal-01966013v1
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Constrained reflect-then-combine methods for unmixing hyperspectral data

Paul Honeine , Henri Lantéri
Proc. IEEE Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS), 2013, Gainesville, Florida, USA, Unknown Region. ⟨10.1109/WHISPERS.2013.8080643⟩
Conference papers hal-01966005v1
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Multi-Class Least Squares Classification at Binary-Classification Complexity

Zineb Noumir , Paul Honeine , Cédric Richard
Proc. IEEE workshop on Statistical Signal Processing (SSP), 2011, Nice, France. pp.277 - 280, ⟨10.1109/SSP.2011.5967680⟩
Conference papers hal-01966033v1
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The angular kernel in machine learning for hyperspectral data classification

Paul Honeine , Cédric Richard
Proc. IEEE Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS), 2010, Reykjavik, Iceland. pp.1-4, ⟨10.1109/WHISPERS.2010.5594908⟩
Conference papers hal-01966042v1
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Dictionary Adaptation for Online Prediction of Time Series Data with Kernels

Chafic Saidé , Régis Lengellé , Paul Honeine , Cédric Richard , Roger Achkar
Proc. IEEE workshop on Statistical Signal Processing (SSP), 2012, Ann Arbor, Michigan, USA, Unknown Region. pp.604 - 607, ⟨10.1109/SSP.2012.6319772⟩
Conference papers hal-01966021v1
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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⟩
Conference papers hal-01965999v1
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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
Conference papers hal-01966002v1