
Frédéric Pascal
Présentation
Frederic Pascal received the Master's degree ("Probabilities, Statistics and Applications: Signal, Image et Networks";) with merit, in Applied Statistics from University Paris VII - Jussieu, Paris, France, in 2003. Then, he received the Ph.D. degree of Signal Processing, from University Paris X - Nanterre in 2006. From November 2006 to February 2008, he made a post-doctoral position in the Signal Processing and Information team of the laboratory SATIE, CNRS, ENS Cachan, France. Between March 2008 and December 2011 (resp. Jan. 2012 - Dec. 2013), he was an Assistant Professor (resp. Associate Professor) in SONDRA at CentraleSupelec. In 2012, he obtained a Research Directorship Habilitation (HDR) thesis in Signal Processing from the University of Paris-Sud. Between Aug. 2013 and Aug. 2014, he was a Visiting Associate Professor in the ECE department at the National University of Singapore. From Jan. 2014, Frederic Pascal is a full Professor in the L2S laboratory at CentraleSupelec. From Jan. 2017 to Dec. 2019, he was the head of the "Signals and Statistics"; group of L2S. He is also the coordinator of Artificial Intelligence and Data Science activities at CentraleSupelec. From 2015 to 2017, Frederic Pascal was the Chair of the EURASIP SAT in Theoretical and Methodological Trends in Signal Processing (TMTSP) and he is a member of the IEEE SPS SAM technical committee (Jan. 2015-present). Frederic Pascal serves as an Associate Editor for the IEEE TSP (2015-2018), Elsevier SP (2018-present) and EURASIP JASP (2015-present). His research interests contain estimation, detection and classification for statistical signal processing and applications. He is the author / coauthor of more than one hundred papers in the top journals and conferences in Signal Processing, Image Processing and Statistics / Machine Learning.
More details at:
Web: http://www.fredericpascal.blogspot.com
LinkedIn: https://www.linkedin.com/in/frederic-pascal-937a3030/
Google Scholar: https://scholar.google.fr/FP
Publications
Publications
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Random matrix theory improved Fréchet mean of symmetric positive definite matricesInternational Conference on Machine Learning (ICML), Jul 2024, Vienna, Austria
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hal-04694884
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PCA-based Multi Task Learning: a Random Matrix ApproachProceedings of the 40th International Conference on Machine Learning, PMLR 202, Jul 2023, Honololu, Hawaii, United States. pp.34280-34300
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hal-03420009
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t-WDA: A novel Discriminant Analysis applied to EEG classification2023 31st European Signal Processing Conference (EUSIPCO), Sep 2023, Helsinki, Finland. ⟨10.23919/eusipco58844.2023.10289799⟩
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hal-04249018
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FEMDA: Une méthode de classification robuste et flexibleGRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
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hal-04254165
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Une méthode de Gradient Boosting d'Arbre de Décision explicative basée sur l'algorithme de Frank-WolfeGRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
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hal-04366782
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Distribution matricielle t-Wishart : géométrie d'information, estimation et application pour la classification de signaux EEGGRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
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hal-04226626
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Algorithme EM régulariséGRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
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hal-04254186
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Regularized EM AlgorithmICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, Greece. ⟨10.1109/ICASSP49357.2023.10096439⟩
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hal-04254175
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Elliptical Wishart Distribution: Maximum Likelihood Estimator from Information GeometryICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10096222⟩
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hal-04213775
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Robust classification with flexible discriminant analysis in heterogeneous data2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapour, Singapore. ⟨10.1109/ICASSP43922.2022.9747576⟩
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hal-03620144
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Désentrelacement et classification de signaux RADAR basés sur des distances de transport optimalGRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
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hal-03851279
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Désentrelacement et classification des émetteurs RADARs basés sur l'utilisation des distances de Transport OptimalConference on Artificial Intelligence for Defense, DGA Maîtrise de l'Information, Nov 2022, Rennes, France
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hal-03881736
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Riemannian classification of EEG signals with missing values30th European Signal Processing Conference (EUSIPCO 2022), Aug 2022, Belgrade, Serbia. ⟨10.23919/eusipco55093.2022.9909703⟩
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hal-03856816
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A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, France. pp.5772-5776, ⟨10.1109/ICASSP43922.2022.9747354⟩
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hal-03763278
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RADAR Emitter Classification with Optimal Transport Distances30th European Signal Processing Conference (EUSIPCO 2022), Aug 2022, Belgrade, Serbia. ⟨10.23919/eusipco55093.2022.9909967⟩
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hal-03869152
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FEMDA : une méthode de classification robuste et flexibleGRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2022, Nancy, France
Communication dans un congrès
hal-04288999
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Etude à distance finie d'un R-estimateur pour la matrice de forme des distributions symétriques elliptiques complexesGRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès
hal-03790645
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Improved estimation of the degree of freedom parameter of multivariate t-distributionThe 29th European Signal Processing Conference (EUSIPCO 2021), Aug 2021, Dublin (virtual), Ireland. ⟨10.23919/eusipco54536.2021.9616162⟩
Communication dans un congrès
hal-03436848
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Robust clustering and outlier rejection using the Mahalanobis distance distribution28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. pp.2448-2452, ⟨10.23919/Eusipco47968.2020.9287356⟩
Communication dans un congrès
hal-03436669
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On Change Detection for Polsar Image Time Series: A New Clustering Approach2021 IEEE Statistical Signal Processing Workshop (SSP), Jul 2021, Rio de Janeiro, Brazil. pp.56-60, ⟨10.1109/SSP49050.2021.9513856⟩
Communication dans un congrès
hal-03436869
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Properties of a new R-estimator of shape matrices28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. ⟨10.23919/Eusipco47968.2020.9287879⟩
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hal-02976913
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Deinterleaving and Clustering unknown RADAR pulsesIEEE Radar Conference 2021, May 2021, ATLANTA (virtual), United States. ⟨10.1109/radarconf2147009.2021.9455272⟩
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hal-03245067
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Riemannian framework for robust covariance matrix estimation in spiked modelsICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.1109/icassp40776.2020.9054726⟩
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hal-02571084
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Robust Semiparametric DOA Estimation in non-Gaussian EnvironmentIEEE RadarConf 20, 2020, Florence, Italy. ⟨10.1109/RadarConf2043947.2020.9266451⟩
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hal-02976918
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M-Estimators of Scatter with Eigenvalue ShrinkageICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelone, Spain. pp.5305-5309, ⟨10.1109/ICASSP40776.2020.9054555⟩
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hal-02591476
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ROBUST SEMIPARAMETRIC JOINT ESTIMATORS OF LOCATION AND SCATTER IN ELLIPTICAL DISTRIBUTIONS2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP), Sep 2020, Espoo, Finland. pp.1-6, ⟨10.1109/MLSP49062.2020.9231865⟩
Communication dans un congrès
hal-02976889
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Spectral Shrinkage of Tyler's M -Estimator of Covariance Matrix8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2019), Dec 2019, Guadeloupe, West Indies, France. ⟨10.1109/camsap45676.2019.9022652⟩
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hal-02485823
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Fusing Eigenvalues2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), May 2019, Brighton, United Kingdom. pp.4968-4972, ⟨10.1109/ICASSP.2019.8682906⟩
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hal-02186196
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An Improved Low Rank Detector in the High Dimensional Regime2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), IEEE, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8683058⟩
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hal-02152102
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Caractérisations asymptotiques pour les composantes principales des M -estimateursGRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Communication dans un congrès
hal-02486933
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A new clustering algorithm for PolSAR images segmentation8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2019), Dec 2019, Guadeloupe, West Indies, France. ⟨10.1109/camsap45676.2019.9022495⟩
Communication dans un congrès
hal-02485766
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PERFORMANCE ANALYSIS OF A LOW-RANK DETECTOR UNDER TRAINING DATA CONTAMINATIONIEEE CAMSAP 2019, IEEE, Dec 2019, Gosier, France. ⟨10.1109/camsap45676.2019.9022512⟩
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hal-02388669
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New insights into the statistical properties of M-estimators and application to signal detectionInternational Conference on Robust Statistics, Jul 2018, Leuven, Belgium. pp.22-23
Communication dans un congrès
hal-02186220
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Improving Portfolios Global Performance with Robust Covariance Matrix Estimation: Application to the Maximum Variety Portfolio26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨10.23919/eusipco.2018.8553414⟩
Communication dans un congrès
hal-02124639
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A Toeplitz-Tyler Estimation of the Model Order in Large Dimensional RegimeICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, Calgary, Canada. pp.4489-4493, ⟨10.1109/ICASSP.2018.8461915⟩
Communication dans un congrès
hal-02124624
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New model order selection in large dimension regime for complex elliptically symmetric noise25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos, Greece. ⟨10.23919/EUSIPCO.2017.8081376⟩
Communication dans un congrès
hal-01692642
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New asymptotic properties for the robust ANMFThe 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States. ⟨10.1109/ICASSP.2017.7952793⟩
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hal-01816123
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Deep robust regression2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2017, Curacao, France. ⟨10.1109/CAMSAP.2017.8313200⟩
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hal-01816119
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Estimation de l'Ordre de Modèle pour un Bruit Elliptique Symétrique Complexe en Grande Dimension26eme Colloque GRETSI Traitement du Signal & des Images, GRETSI 2017, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès
hal-01692623
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Nouvelles propriétés asymptotiques de détecteurs robustesVingt-sixième Colloque GRETSI 2017, Sep 2017, Juan-les-Pins, France
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hal-02486099
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New properties for Tyler’s covariance matrix estimator50th Asilomar Conference on Signals, Systems and Computers, Nov 2016, Pacific Grove, CA, United States. ⟨10.1109/acssc.2016.7869161⟩
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hal-01634293
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Optimal Design of Adaptive Normalized Matched Filter For Large Antenna Arrays2016 IEEE Statistical Signal Processing Workshop (SSP), Jun 2016, Palma de Majorca, Spain. ⟨10.1109/ssp.2016.7551722⟩
Communication dans un congrès
hal-01633446
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Robust RMT for covariance matrix estimation and applications to signal processing9th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2016), Dec 2016, Sevilla, Spain
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hal-01634291
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A robust signal subspace estimator2016 IEEE Statistical Signal Processing Workshop (SSP), Jun 2016, Palma de Majorque, Spain. ⟨10.1109/ssp.2016.7551737⟩
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hal-01323380
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Asymptotic performance of the Low Rank Adaptive Normalized Matched Filter in a large dimensional regime40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. pp.2599 - 2603, ⟨10.1109/ICASSP.2015.7178441⟩
Communication dans un congrès
hal-01226381
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Estimation robuste dans le régime des grandes matrices aléatoires25eme Colloque GRETSI 2015, Sep 2015, Lyon, France
Communication dans un congrès
hal-01325047
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Anomaly Detection and Estimation in Hyperspectral Imaging Using RMT ToolsIEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancún, Mexico. ⟨10.1109/CAMSAP.2015.7383763⟩
Communication dans un congrès
hal-01325087
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Asymptotic detection performance of the robust ANMF23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp.524 - 528, ⟨10.1109/EUSIPCO.2015.7362438⟩
Communication dans un congrès
hal-01521934
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Asymptotic Properties of the Robust ANMF40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. pp.2594-2598, ⟨10.1109/ICASSP.2015.7178440⟩
Communication dans un congrès
hal-01270119
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Change detection for optical and radar images using a Bayesian nonparametric model coupled with a Markov random field40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. pp. 1513-1517, ⟨10.1109/ICASSP.2015.7178223⟩
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hal-01377333
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Second order statistics of bilinear forms of robust scatter estimators40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. ⟨10.1109/ICASSP.2015.7178604⟩
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hal-01262625
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Filtres adaptatifs rang faible : analyse de performances en grandes dimensions25eme Colloque francophone de traitement du signal et des images (GRETSI 2015), Sep 2015, Lyon, France. pp.1-4
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hal-01226413
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Estimation Robuste de la Matrice de Covariance en contexte Hétérogène Rang Faible25eme Colloque francophone de traitement du signal et des images (GRETSI 2015), Sep 2015, Lyon, France. pp.1-4
Communication dans un congrès
hal-01226415
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RMT for whitening space correlation and applications to radar detectionIEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015) , Dec 2015, Cancún, Mexico. pp.149 - 152, ⟨10.1109/CAMSAP.2015.7383758⟩
Communication dans un congrès
hal-01262631
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Asymptotic Detection Performance Analysis of the Robust Adaptive Normalized Matched FilterIEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancún, Mexico. ⟨10.1109/CAMSAP.2015.7383755⟩
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hal-01325083
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Robust estimation of the clutter subspace for a Low Rank heterogeneous noise under high Clutter to Noise Ratio assumption2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. pp.1-5, ⟨10.1109/ICASSP.2014.6853559⟩
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hal-01024200
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Robust anomaly detection in hyperspectral imagingIGARSS 2014 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. ⟨10.1109/IGARSS.2014.6947518⟩
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hal-01010418
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Performances of Low Rank Detectors Based on Random Matrix Theory with Application to STAP2014 International Radar Conference , Oct 2014, Lille, France. ⟨10.1109/RADAR.2014.7060457⟩
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hal-01084420
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Binary partition trees-based robust adaptive hyperspectral RX anomaly detectionICIP 2014 - 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.n/c, ⟨10.1109/ICIP.2014.7026028⟩
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hal-01010392
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Robust M-estimator of scatter for large elliptical samplesIEEE SSP'14, Jun 2014, Gold Coast, Australia. pp.1-4, ⟨10.1109/SSP.2014.6884560⟩
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hal-01092916
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CFAR property and robustness of the lowrank adaptive normalized matched filters detectors in low rank compound gaussian context2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM 2014) , Jun 2014, La Corogne, Spain. pp.301 - 304, ⟨10.1109/SAM.2014.6882401⟩
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hal-01059726
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Shrinkage covariance matrix estimator applied to STAP detectionSSP 2014, IEEE, Jun 2014, Gold Coast, Australia. pp.324 - 327, ⟨10.1109/SSP.2014.6884641⟩
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hal-01104073
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A multivariate statistical model for multiple images acquired by homogeneous or heterogeneous sensors2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6854628⟩
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hal-01104184
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Numerical performances of low rank stap based on different heterogeneous clutter subspace estimators2014 International Radar Conference , Oct 2014, Lille, France. ⟨10.1109/RADAR.2014.7060426⟩
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hal-01084418
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MAXIMUM LIKELIHOOD ESTIMATION OF CLUTTER SUBSPACE IN NON HOMOGENEOUS NOISE CONTEXT21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.1-5
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hal-00871219
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Numerical performance of a tensor music algorithm based on HOSVD for a mixture of polarized sources21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.CDROM
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hal-00871220
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Résolution limite dans un contexte de localisation active de sourcesGRETSI 2013, Sep 2013, Brest, France. 4p
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hal-00870567
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CFAR Clustering of Polarimetric SAR DataSONDRA - 3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France
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hal-00935540
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Robust covariance matrices estimation and applications to SAR and Hyper- spectral images processingCIMI Image Processing Seminar, May 2013, Toulouse, France
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hal-00935337
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Robust covariance matrices estimation and applications in signal processingJournée du GDR ISIS "Estimation et traitement statistique en grande dimension", May 2013, Paris, France
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hal-00935283
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Random matrix theory applied to low rank STAP detection3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France
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hal-00935546
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Performance Analysis of Robust Detectors for Hyperspectral ImagingIGARSS 2013 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.1-4, ⟨10.1109/IGARSS.2013.6721348⟩
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hal-00934285
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Detection Improvement using Robust Estimates for Hyperspectral Imaging3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France
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hal-00935510
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Théorie des Matrices Aléatoires Appliquée à la Détection STAP Rang FaibleGRETSI 2013, Sep 2013, Brest, France. pp.1-4
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hal-00871205
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Robust Estimates of covariance matrices in large dimensional regime and application to array processing3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France
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hal-00935366
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Multidimensional Low-Rank Filter based on the AU-HOSVD for MIMO STAP2013 IEEE 5th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2013) , Dec 2013, Saint Martin, France. pp.1-4, ⟨10.1109/CAMSAP.2013.6714095⟩
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hal-00933556
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A Joint Robust Estimation and Random Matrix Framework with Application to Array Processing2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), May 2013, Vancouver, Canada. 5 p., ⟨10.1109/ICASSP.2013.6638930⟩
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hal-00830302
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CFAR Hierarchical Clustering of Polarimetric SAR DataIGARSS 2013 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.2461-2464, ⟨10.1109/IGARSS.2013.6723319⟩
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hal-01010367
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Estimation par Maximum de Vraisemblance du sous espace clutter dans un bruit hétérogène rang faible avec application au STAPGRETSI 2013, Sep 2013, Brest, France. pp.1-4
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hal-00871207
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Une nouvelle décomposition tensorielle orthogonale, l'Alternative Unfolding HOSVD. Application au STAP PolarimétriqueGRETSI 2013, Sep 2013, Brest, France. pp.1-4
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hal-00871211
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Random matrix theory applied to low rank stap detection21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.1-5
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hal-00871217
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Matrices aléatoires en estimation robusteIn Journées "Image - Texture - Information" - Laboratoire IMS, Jul 2012, Bordeaux, France
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hal-00782159
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Robust Detection using M- estimators for Hyperspectral ImagingWHISPERS 2012 - 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2012, Shanghai, China. ⟨10.1109/WHISPERS.2012.6874335⟩
Communication dans un congrès
hal-00780777
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A New Tool for Multidimensional Low-Rank STAP Filter: Cross HOSVDs20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucarest, Romania. pp.1324 - 1328
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hal-00781743
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Exploiting Persymmetry for Low-Rank Space Time Adaptive Processing20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucarest, Romania. pp.81 - 85
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hal-00781738
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On the resolvability of closely spaced targets using a colocated MIMO radar2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR 2012) , Nov 2012, Pacific Grove, United States. pp.23-26, ⟨10.1109/ACSSC.2012.6488950⟩
Communication dans un congrès
hal-00782178
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Reduced rank STAP techniques for MIMO2012 9th European Radar Conference (EURAD 2012), Oct 2012, Amsterdam, Netherlands
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hal-00782168
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A class of Robust Estimates for Detection in Hyperspectral Images using Elliptical Distributions BackgroungIGARSS 2012 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.4166 - 4169, ⟨10.1109/IGARSS.2012.6350938⟩
Communication dans un congrès
hal-00781727
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Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributionsIEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2012, Kyoto, Japan. pp.3525 - 3528, ⟨10.1109/ICASSP.2012.6288677⟩
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hal-00744600
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Low Rank Tensor STAP filter based on multilinear SVDIEEE SAM 2012, Jun 2012, Hoboken, United States. pp.305 - 308, ⟨10.1109/SAM.2012.6250496⟩
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hal-00781682
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Robust ANMF test using Huber's M-estimatorIEEE SAM 2012, Jun 2012, Hoboken, United States. pp.373 - 376, ⟨10.1109/SAM.2012.6250514⟩
Communication dans un congrès
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Robust Estimation and Random Matrix TheoryIn Department of Electrical and Computer Engineering, National University of Singapore, Sep 2012, Singapour, Singapore
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Stable scatterers detection and tracking in heterogeneous clutter by repeat-pass SAR interferometryACSSC 2010 - 44th Annual Asilomar Conference on Signals Systems and Computers, Nov 2010, Pacific Grove, United States. 5 p., ⟨10.1109/ACSSC.2010.5757751⟩
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Apport de la géométrie de l'information pour la classification d'images SAR polarimétriquesGRETSI 2011 - XXIIIème Colloque francophone de traitement du signal et des images, Sep 2011, Bordeaux, France. 4 p
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Contribution of Information Geometry for Polarimetric SAR Classification in Heterogeneous AreasIRS 2011 - 12th International Radar Symposium, Sep 2011, Leipzig, Germany. pp.669-674
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Propriétés asymptotiques d'un estimateur de matrice de covariance complexe robusteGRETSI 2011, Sep 2011, Bordeaux, France
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Développement de Filtres STAP Tensoriels Appliqués à des Données MultidimensionnellesGRETSI 2011, Sep 2011, Bordeaux, France
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H/α Unsupervised Classification for Highly Textured Polinsar Images using Information Geometry of Covariance MatricesPOLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. 5 p
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Estimation Performance of Coherent MIMO-STAP using Cramér-Rao Bounds2011 IEEE RadarCon (RADAR 2011), May 2011, Kansas city, United States. pp.533-537, ⟨10.1109/RADAR.2011.5960594⟩
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Heterogeneous Clutter Model for High-Resolution Polarimetric SAR Data ProcessingIGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.3744-3747, ⟨10.1109/IGARSS.2011.6050039⟩
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On the Extension of the Product Model in Polsar Processing for Unsupervised Classification Using Information Geometry of Covariance MatricesIGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.1361-1364, ⟨10.1109/IGARSS.2011.6049318⟩
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Heterogeneous Clutter Model for High-Resolution Polarimetric SAR Data Parameter EstimationPOLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. 6 p
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PolSAR Classification based on the SIRV model with a region growing initializationPOLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Mar 2011, Frascati, Italy. 7 p
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Robust detection using SIRV background modelling for hyperspectral imaging2011 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011), Jul 2011, Vancouver, Canada. pp.4316-4319, ⟨10.1109/IGARSS.2011.6050186⟩
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Robust Covariance Matrix Estimate with Attractive Asymptotic Properties2011 IEEE 4th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2011) , Dec 2011, San Juan, Puerto Rico. ⟨10.1109/CAMSAP.2011.6136011⟩
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A review of non-Gaussian detectors on different sets of experimental data2nd SONDRA Workshop , May 2010, Cargèse, France
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Improved segmentation in polarimetric SAR images2nd SONDRA Workshop , May 2010, Cargèse, France
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Robust MIMO Radar Detection for Correlated Subarrays2010 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), Mar 2010, Dallas, United States. ⟨10.1109/ICASSP.2010.5496211⟩
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A statistical approach to polarimetric SAR data classifiactionSONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France
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Properties of Robust MIMO Detector18th European Signal Processing Conference (EUSIPCO 2010), Aug 2010, Aalborg, Denmark
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A Test statistic for high resolution polarimetric SAR Data classificationIGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, United States. ⟨10.1109/IGARSS.2010.5651074⟩
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Polarimetric Classification in Highly Textured SAR ImagesSONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France
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KummerU clutter model for PolSAR data: Application to segmentation and classificationSONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France. pp.4
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Roll Invariant Target Detection based on PolSAR Clutter ModelsIGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, United States. pp.4, ⟨10.1109/IGARSS.2010.5653522⟩
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Hybrid MIMO radar: configurations and application on STAP2nd SONDRA Workshop , May 2010, Cargèse, France
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A combined TSVM model and GLRT detector for a roll invariant target detection.EUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aix-la-Chapelle, Germany
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Optimal parameter estimation in heterogeneous clutter for high resolution polarimetric SAR dataIGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, United States. pp.855-858, ⟨10.1109/IGARSS.2010.5654203⟩
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A New method for High Resolution Polarimetric SAR Data Classification Based on the M-Box TestEUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aachen, Germany. pp.n.c
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Robustness Analysis of Covariance Matrix Estimates18th European Signal Processing Conference (EUSIPCO 2010), Aug 2010, Aalborg, Denmark
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Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter ModelsIGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.5-8, ⟨10.1109/IGARSS.2009.5418271⟩
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MIMO radar detection under non-Gaussian clutterComparison of various detection schemes for STAP radar based on experimental data, Oct 2009, Bordeaux, France
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Adaptive MIMO radar detection in non-Gaussian and heterogeneous clutter considering fluctuating targets2009 IEEE/SP 15th Workshop on Statistical Signal Processing , Aug 2009, Cardiff, United Kingdom. 4 p. on CD-ROM, ⟨10.1109/SSP.2009.5278651⟩
Communication dans un congrès
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Comparison of various detection schemes for STAP radar based on experimental data2009 International Radar Conference "Surveillance for a Safer World" (RADAR 2009), Oct 2009, Bordeaux, France
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Estimation and segmentation in non-Gaussian POLSAR clutter by SIRV stochastic processesIGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.III-963-III-966, ⟨10.1109/IGARSS.2009.5417935⟩
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Estimation of the normalized coherency matrix through the SIRV model. Application to high resolution POLSAR dataPOLinSAR 2009 - 4th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2009, Frascati, Italy. 8 p
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Spatio-temporal adaptive detector in non-homogeneous and low-rank clutter2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009), Apr 2009, Taipei, Taiwan. pp.non communiqué, ⟨10.1109/ICASSP.2009.4960016⟩
Communication dans un congrès
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On the use of Empirical Likelihood for non-Gaussian clutter covariance matrix estimation2008 IEEE Radar Conference , May 2008, Rome, Italy. ⟨10.1109/RADAR.2008.4720953⟩
Communication dans un congrès
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Analyse de signaux STAP - Détection et EstimationClub STAP ONERA, Mar 2008, Palaiseau, France
Communication dans un congrès
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A sirv-cfar adaptive detector exploiting persymmetric clutter covariance structure2008 IEEE Radar Conference, May 2008, Rome, Italy. pp.CD-ROM Proceedings, ⟨10.1109/RADAR.2008.4720921⟩
Communication dans un congrès
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Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data AnalysisIGARSS 2008 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, United States. ⟨10.1109/IGARSS.2008.4778796⟩
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On Persymmetric Covariance Matrices in Adaptive Detection2008 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), Mar 2008, Las Vegas, United States. ⟨10.1109/ICASSP.2008.4518107⟩
Communication dans un congrès
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Coherency matrix estimation for heterogeneous clutter through the SIRV model. Application to high resolution POLSAR imagesDLR-CNES 2008 - 8th Workshop Information Extraction and Scene Understanding for Meter Resolution Images, Oct 2008, Toulouse, France
Communication dans un congrès
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An empirical likelihood method for data aided channel identification in unknown noise field16th European Signal Processing Conference (EUSIPCO 2008), Aug 2008, Lausanne, Switzerland. ⟨10.5281/zenodo.41167⟩
Communication dans un congrès
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On a SIRV-CFAR detector with radar experimentations in impulsive noise14th European Signal Processing Conference (EUSIPCO 2006), Sep 2006, Florence, Italy
Communication dans un congrès
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Propriété CFAR-Matrice du Détecteur BORD -Application Radar sur Signaux Expérimentaux non-GaussiensVingt-cinquième Colloque GRETSI 2005, Sep 2005, Louvain-la-Neuve, Belgique
Communication dans un congrès
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Theoretical Analysis of an Improved Covariance Matrix Estimator in non-Gaussian Noise(ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., Mar 2005, Philadelphie, United States. pp.69-72, ⟨10.1109/ICASSP.2005.1415947⟩
Communication dans un congrès
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Constant false alarm rate detection in Spherically Invariant Random Processes12th European Signal Processing Conference (EUSIPCO 2008), Sep 2004, Vienna, Austria
Communication dans un congrès
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Radar Detection in Compound-Gaussian ClutterIEEE-RADAR-04, Oct 2004, Toulouse, France
Communication dans un congrès
hal-02495009
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Bayesian Optimum Radar Detector Performances Against Ground Clutter DataProc. of the IEEE-RADAR-04,, Oct 2004, Toulouse, France
Communication dans un congrès
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Effect of Fumonisin B1 on pig lymphocytes and vaccinal immune responseAnnual Meeting of the French Society for Immunology, 2003, Juan les Pins, France. pp.Inconnu
Communication dans un congrès
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Improving portfolios global performance using a cleaned and robust covariance matrix estimate2019
Autre publication scientifique
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Complex elliptically symmetric distributions and their applications in signal processing2014
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Recent advances in adaptive radar detection2014
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Evaluation d'un dispositif économiseur de gasoil dans les agroéquipements2010, pp.5
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FEMDA: A unified framework for discriminant analysis2025
Pré-publication, Document de travail
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Deinterleaving RADAR emitters with optimal transport distances2023
Pré-publication, Document de travail
(preprint/prepublication)
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Détection et Estimation en Environnement non GaussienTraitement du signal et de l'image [eess.SP]. Université de Nanterre - Paris X, 2006. Français. ⟨NNT : ⟩
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