Search - Observatoire de la Cote d'Azur Access content directly

Filter your results

78 Results
Domains : info.info-lg
Image document

Fused Gromov-Wasserstein Distance for Structured Objects

Titouan Vayer , Laetitia Chapel , Rémi Flamary , Romain Tavenard , Nicolas Courty
Algorithms, 2020, 13 (9), pp.212. ⟨10.3390/a13090212⟩
Journal articles hal-02971153v1
Image document

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
Image document

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
Image document

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
Image document

Introduction to optimization with applications in astronomy and astrophysics

Stephane Canu , Rémi Flamary , David Mary
2016
Preprints, Working Papers, ... hal-01346134v1
Image document

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⟩
Journal articles hal-01965572v1
Image document

Importance sampling strategy for non-convex randomized block-coordinate descent

Rémi Flamary , Alain Rakotomamonjy , Gilles Gasso
IEEE INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING, Dec 2015, Cancun, Mexico. ⟨10.1109/CAMSAP.2015.7383796⟩
Conference papers hal-01336588v1
Image document

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
Image document

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
Image document

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
Image document

Distributed image reconstruction for very large arrays in radio astronomy

André Ferrari , David Mary , Rémi Flamary , Cédric Richard
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2014 IEEE 8th, Jun 2014, Coruna, Spain. ⟨10.1109/SAM.2014.6882424⟩
Conference papers hal-01170722v1
Image document

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
Image document

Dissimilarity Measure Machines

Alain Rakotomamonjy , Abraham Traoré , Maxime Berar , Rémi Flamary , Nicolas Courty , et al.
2018
Preprints, Working Papers, ... hal-01717940v2
Image document

Performance Comparison of the KNN and SVM Classification Algorithms in the Emotion Detection System EMOTICA

Chaka Koné , Nhan Le Thanh , Rémi Flamary , Cécile Belleudy
International Journal of Sensor Networks and Data Communications, 2018, Vol 7 (1), pp.1-9. ⟨10.4172/2090-4886.1000153⟩
Journal articles hal-01706559v1
Image document

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
Image document

Mixed-norm Regularization for Brain Decoding

Rémi Flamary , Nisrine Jrad , Ronald Phlypo , Marco Congedo , Alain Rakotomamonjy
Computational and Mathematical Methods in Medicine, 2014, 2014, pp.ID 317056. ⟨10.1155/2014/317056⟩
Journal articles hal-00708243v2
Image document

Distributed dictionary learning over a sensor network

Pierre Chainais , Cédric Richard
CaP 2013, Jul 2013, Villeneuve d'Ascq, France. pp.1-4
Conference papers hal-00923741v1
Image document

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

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⟩
Journal articles hal-01965569v1
Image document

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
Image document

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
Image document

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
Image document

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
Image document

Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport

Rosanna Turrisi , Rémi Flamary , Alain Rakotomamonjy , Massimiliano Pontil
2020
Preprints, Working Papers, ... hal-02877779v1
Image document

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
Image document

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
Image document

Geometric unmixing of large hyperspectral images: a barycentric coordinate approach

Paul Honeine , Cédric Richard
IEEE Transactions on Geoscience and Remote Sensing, 2012, 50 (6), pp.2185 - 2195. ⟨10.1109/TGRS.2011.2170999⟩
Journal articles hal-01965580v1