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Frédéric Pascal

22
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Identifiants chercheurs

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/](https://www.linkedin.com/in/frederic-pascal-937a3030/ "https://www.linkedin.com/in/frederic-pascal-937a3030/") Google Scholar: [https://scholar.google.fr/FP](https://www.linkedin.com/in/frederic-pascal-937a3030/ "https://scholar.google.fr/citations?hl=en&user=sGpusG8AAAAJ&view_op=list_works&gmla=AJsN-F4r7aXr3MfqUH84f-imm19vWpGuHIvqUjrNIl7hGc14koVS2Ke3c6Fk0bCcncSeyYR_SRPT8CtOsDM_iNt3N5B2HEas8ch2qyL1Vm3_lwLfsLFj9YXqyPvZ0ONXeLAajs577LMsFn1PbpEMfPY5ZPWMhFhwdMjJe9AXl8RzRPi44QyDX6Kv5iL8JLZTL7KwT6K-dDP0")

Publications

arnaud-breloy
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A Riemannian Framework for Low-Rank Structured Elliptical Models

Florent Bouchard , Arnaud Breloy , Guillaume Ginolhac , Alexandre Renaux , Frédéric Pascal
IEEE Transactions on Signal Processing, 2021, 69, pp.1185-1199. ⟨10.1109/TSP.2021.3054237⟩
Article dans une revue hal-03273062v1
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MIMO Filters based on Robust Rank-Constrained Kronecker Covariance Matrix Estimation

Arnaud Breloy , Guillaume Ginolhac , Yongchan Gao , Frédéric Pascal
Signal Processing, 2021, 187, pp.108-116. ⟨10.1016/j.sigpro.2021.108116⟩
Article dans une revue hal-03273066v1
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On the performance of robust plug-in detectors using M-estimators

Gordana Drašković , Arnaud Breloy , Frédéric Pascal
Signal Processing, 2020, 167, pp.107282. ⟨10.1016/j.sigpro.2019.107282⟩
Article dans une revue hal-02399618v1
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On the Asymptotics of Maronna's Robust PCA

Gordana Draskovic , Arnaud Breloy , Frédéric Pascal
IEEE Transactions on Signal Processing, 2019, 67 (19), pp.4964-4975. ⟨10.1109/TSP.2019.2932877⟩
Article dans une revue hal-02399630v1
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Robust Covariance Matrix Estimation in Heterogeneous Low Rank Context

Arnaud Breloy , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
IEEE Transactions on Signal Processing, 2016, 64 (22), pp.5794-5806. ⟨10.1109/TSP.2016.2599494⟩
Article dans une revue hal-01377662v1
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Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems

Ying Sun , Arnaud Breloy , Babu Prabhu , Daniel P. Palomar , Frédéric Pascal
IEEE Transactions on Signal Processing, 2016, 64 (8), pp.1986-1998. ⟨10.1109/TSP.2015.2512535⟩
Article dans une revue hal-01377663v1
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Clutter Subspace Estimation in Low Rank Heterogeneous Noise Context

Arnaud Breloy , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
IEEE Transactions on Signal Processing, 2015, 63 (9), pp.2173-2182. ⟨10.1109/TSP.2015.2403284⟩
Article dans une revue hal-01167526v1
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Riemannian framework for robust covariance matrix estimation in spiked models

Florent Bouchard , Arnaud Breloy , Guillaume Ginolhac , Frédéric Pascal
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.1109/icassp40776.2020.9054726⟩
Communication dans un congrès hal-02571084v1
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Spectral Shrinkage of Tyler's M -Estimator of Covariance Matrix

Arnaud Breloy , Esa Ollila , Frédéric Pascal
8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2019), Dec 2019, Guadeloupe, West Indies, France. ⟨10.1109/camsap45676.2019.9022652⟩
Communication dans un congrès hal-02485823v1
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Caractérisations asymptotiques pour les composantes principales des M -estimateurs

Gordana Draskovic , Arnaud Breloy , Frédéric Pascal
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Communication dans un congrès hal-02486933v1
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New asymptotic properties for the robust ANMF

Gordana Draskovic , Frédéric Pascal , Arnaud Breloy , Jean-Yves Tourneret
The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States. ⟨10.1109/ICASSP.2017.7952793⟩
Communication dans un congrès hal-01816123v1
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Nouvelles propriétés asymptotiques de détecteurs robustes

Gordana Draskovic , Frédéric Pascal , Arnaud Breloy , Jean-Yves Tourneret
Vingt-sixième Colloque GRETSI 2017, Sep 2017, Juan-les-Pins, France
Communication dans un congrès hal-02486099v1
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A robust signal subspace estimator

Arnaud Breloy , Y Sun , P Babu , G Ginolhac , Daniel P. Palomar
2016 IEEE Statistical Signal Processing Workshop (SSP), Jun 2016, Palma de Majorque, Spain. ⟨10.1109/ssp.2016.7551737⟩
Communication dans un congrès hal-01323380v1
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Estimation Robuste de la Matrice de Covariance en contexte Hétérogène Rang Faible

Arnaud Breloy , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
25eme Colloque francophone de traitement du signal et des images (GRETSI 2015), Sep 2015, Lyon, France. pp.1-4
Communication dans un congrès hal-01226415v1
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Asymptotic Detection Performance Analysis of the Robust Adaptive Normalized Matched Filter

Jean-Philippe Ovarlez , Frédéric Pascal , Arnaud Breloy
IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. ⟨10.1109/CAMSAP.2015.7383755⟩
Communication dans un congrès hal-01325083v1
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Numerical performances of low rank stap based on different heterogeneous clutter subspace estimators

Arnaud Breloy , G Ginolhac , F Pascal , P Forster
2014 International Radar Conference , Oct 2014, Lille, France. ⟨10.1109/RADAR.2014.7060426⟩
Communication dans un congrès hal-01084418v1
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Robust estimation of the clutter subspace for a Low Rank heterogeneous noise under high Clutter to Noise Ratio assumption

Arnaud Breloy , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. pp.1-5, ⟨10.1109/ICASSP.2014.6853559⟩
Communication dans un congrès hal-01024200v1
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CFAR property and robustness of the lowrank adaptive normalized matched filters detectors in low rank compound gaussian context

Arnaud Breloy , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM 2014) , Jun 2014, La Corogne, Spain. pp.301 - 304, ⟨10.1109/SAM.2014.6882401⟩
Communication dans un congrès hal-01059726v1
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Estimation par Maximum de Vraisemblance du sous espace clutter dans un bruit hétérogène rang faible avec application au STAP

Arnaud Breloy , Luc Le Magoarou , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
GRETSI 2013, Sep 2013, Brest, France. pp.1-4
Communication dans un congrès hal-00871207v1
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MAXIMUM LIKELIHOOD ESTIMATION OF CLUTTER SUBSPACE IN NON HOMOGENEOUS NOISE CONTEXT

Arnaud Breloy , Luc Le Magoarou , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.1-5
Communication dans un congrès hal-00871219v1

Détection de changements basée sur les covariances de séries d’images SAR

Ammar Mian , Arnaud Breloy , Frédéric Pascal
ISTE Edition. Détection de changements et analyse des séries temporelles d’images 1: Méthodes non supervisées, 2022
Chapitre d'ouvrage hal-04014783v1

An Overview of Covariance‐based Change Detection Methodologies in Multivariate SAR Image Time Series

Ammar Mian , Guillaume Ginolhac , Jean-Philippe Ovarlez , Arnaud Breloy , Frédéric Pascal
Change Detection and Image Time Series Analysis 1, 1, Wiley, 2021, ⟨10.1002/9781119882268.ch3⟩
Chapitre d'ouvrage hal-03519630v1