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Frédéric Pascal

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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

guillaume-ginolhac
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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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Theoretical Performance of Low Rank Adaptive Filters in the Large Dimensional Regime

Alice Combernoux , Frédéric Pascal , Guillaume Ginolhac , Marc Lesturgie
IEEE Transactions on Aerospace and Electronic Systems, 2019, 27 (6), pp.3347 - 3364. ⟨10.1109/TAES.2019.2906418⟩
Article dans une revue hal-02083430v1
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Performance of the Low-Rank Adaptive Normalized Matched Filter Test Under a Large Dimension Regime

Alice Combernoux , Frédéric Pascal , Guillaume Ginolhac
IEEE Transactions on Aerospace and Electronic Systems, 2019, 55 (1), pp.459-468. ⟨10.1109/TAES.2018.2847911⟩
Article dans une revue hal-01825231v1
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New Low-Rank Filters for MIMO-STAP based on an Orthogonal Tensorial Decomposition

Frédéric Brigui , Mélanie Boizard , Guillaume Ginolhac , Fréderic Pascal
IEEE Transactions on Aerospace and Electronic Systems, 2018, 54 (3), pp.1208-1220. ⟨10.1109/TAES.2017.2776679⟩
Article dans une revue hal-01789076v1
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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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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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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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Low-rank filter and detector for multidimensional data based on an alternative unfolding HOSVD: application to polarimetric STAP

Mélanie Boizard , Guillaume Ginolhac , Fréderic Pascal , Philippe Forster
EURASIP Journal on Advances in Signal Processing, 2014, 2014, pp.119. ⟨10.1137/070690730⟩
Article dans une revue hal-01084597v1
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Exploiting persymmetry for low-rank Space Time Adaptive Processing

Guillaume Ginolhac , Philippe Forster , Frédéric Pascal , Jean-Philippe Ovarlez
Signal Processing, 2014, 97 (4), pp.242-251. ⟨10.1016/j.sigpro.2013.10.026⟩
Article dans une revue hal-00926260v1
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Performance of two Low-Rank STAP Filters in a Heterogeneous Noise

Guillaume Ginolhac , Philippe Forster , Frédéric Pascal , Jean-Philippe Ovarlez
IEEE Transactions on Signal Processing, 2013, 61 (1), pp.57 - 61. ⟨10.1109/TSP.2012.2226162⟩
Article dans une revue hal-00828338v1

Derivation of the bias of the normalized sample covariance matrix in a heterogeneous noise with application to low rank STAP filter

Guillaume Ginolhac , Philippe Forster , Frédéric Pascal , Jean-Philippe Ovarlez
IEEE Transactions on Signal Processing, 2012, 60 (1), pp.514-518. ⟨10.1109/TSP.2011.2169063⟩
Article dans une revue hal-00780733v1
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Traitement STAP et Modélisation SIRV : Robustesse et Persymétrie

Jean-Philippe Ovarlez , Frédéric Pascal , Philippe Forster , Guillaume Ginolhac , Mélanie Mahot
Traitement du Signal, 2011, 28 (1-2), pp.113-142. ⟨10.3166/ts.28.113-142⟩
Article dans une revue hal-00659845v1
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STAP à Rand Réduit, Robuste et Persymétrique

Guillaume Ginolhac , Philippe Forster , Jean-Philippe Ovarlez , Frédéric Pascal
Traitement du Signal, 2011, 28 (1-2), pp.143-170. ⟨10.3166/ts.28.143-170⟩
Article dans une revue hal-00659841v1

On Change Detection for Polsar Image Time Series: A New Clustering Approach

Violeta Roizman , Guillaume Ginolhac , Matthieu Jonckheere , Frédéric Pascal
2021 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-03436869v1
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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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An Improved Low Rank Detector in the High Dimensional Regime

Pascal Vallet , Guillaume Ginolhac , Frederic Pascal , Philippe Forster
2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), IEEE, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8683058⟩
Communication dans un congrès hal-02152102v1
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PERFORMANCE ANALYSIS OF A LOW-RANK DETECTOR UNDER TRAINING DATA CONTAMINATION

Pascal Vallet , Guillaume Ginolhac , Frederic Pascal , P Forster
IEEE CAMSAP 2019, IEEE, Dec 2019, Gosier, France. ⟨10.1109/camsap45676.2019.9022512⟩
Communication dans un congrès hal-02388669v1
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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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Filtres adaptatifs rang faible : analyse de performances en grandes dimensions

Alice Combernoux , Frédéric Pascal , Guillaume Ginolhac , Marc Lesturgie
25eme Colloque francophone de traitement du signal et des images (GRETSI 2015), Sep 2015, Lyon, France. pp.1-4
Communication dans un congrès hal-01226413v1
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Asymptotic performance of the Low Rank Adaptive Normalized Matched Filter in a large dimensional regime

Alice Combernoux , Frédéric Pascal , Guillaume Ginolhac , Marc Lesturgie
40th 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-01226381v1
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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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Performances of Low Rank Detectors Based on Random Matrix Theory with Application to STAP

Alice Combernoux , Frédéric Pascal , Marc Lesturgie , Guillaume Ginolhac
2014 International Radar Conference , Oct 2014, Lille, France. ⟨10.1109/RADAR.2014.7060457⟩
Communication dans un congrès hal-01084420v1
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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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Théorie des Matrices Aléatoires Appliquée à la Détection STAP Rang Faible

Alice Combernoux , Frédéric Pascal , Guillaume Ginolhac , Marc Lesturgie
GRETSI 2013, Sep 2013, Brest, France. pp.1-4
Communication dans un congrès hal-00871205v1
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Multidimensional Low-Rank Filter based on the AU-HOSVD for MIMO STAP

Mélanie Boizard , Frédéric Brigui , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
2013 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⟩
Communication dans un congrès hal-00933556v1

Random matrix theory applied to low rank STAP detection

Alice Combernoux , Frédéric Pascal , Guillaume Ginolhac , Marc Lesturgie
3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France
Communication dans un congrès hal-00935546v1
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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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Numerical performance of a tensor music algorithm based on HOSVD for a mixture of polarized sources

Mélanie Boizard , Guillaume Ginolhac , Frédéric Pascal , Sébastian Miron , Philippe Forster
21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.CDROM
Communication dans un congrès hal-00871220v1
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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
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Random matrix theory applied to low rank stap detection

Alice Combernoux , Frédéric Pascal , Guillaume Ginolhac , Marc Lesturgie
21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.1-5
Communication dans un congrès hal-00871217v1
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Une nouvelle décomposition tensorielle orthogonale, l'Alternative Unfolding HOSVD. Application au STAP Polarimétrique

Mélanie Boizard , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
GRETSI 2013, Sep 2013, Brest, France. pp.1-4
Communication dans un congrès hal-00871211v1

Low Rank Tensor STAP filter based on multilinear SVD

Mélanie Boizard , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
IEEE SAM 2012, Jun 2012, Hoboken, United States. pp.305 - 308, ⟨10.1109/SAM.2012.6250496⟩
Communication dans un congrès hal-00781682v1

A New Tool for Multidimensional Low-Rank STAP Filter: Cross HOSVDs

Mélanie Boizard , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucharest, Romania. pp.1324 - 1328
Communication dans un congrès hal-00781743v1

Exploiting Persymmetry for Low-Rank Space Time Adaptive Processing

Guillaume Ginolhac , Philippe Forster , Frédéric Pascal , Jean-Philippe Ovarlez
20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucharest, Romania. pp.81 - 85
Communication dans un congrès hal-00781738v1

Développement de Filtres STAP Tensoriels Appliqués à des Données Multidimensionnelles

Mélanie Boizard , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
GRETSI 2011, Sep 2011, Bordeaux, France
Communication dans un congrès hal-00659866v1

Spatio-temporal adaptive detector in non-homogeneous and low-rank clutter

Guillaume Ginolhac , Philippe Forster , Jean-Philippe Ovarlez , Frédéric Pascal
2009 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 hal-00447895v1