Frédéric Pascal

213
Documents

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

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Publications

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A Flexible EM-like Clustering Algorithm for Noisy Data

Violeta Roizman , Matthieu Jonckheere , Frédéric Pascal

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46 (5), pp.2709 - 2721. ⟨10.1109/TPAMI.2023.3337195⟩

Article dans une revue hal-04366787v1

Deinterleaving RADAR emitters with optimal transport distances

Manon Mottier , Gilles Chardon , Frédéric Pascal

IEEE Transactions on Aerospace and Electronic Systems, 2024, pp.1-13. ⟨10.1109/TAES.2024.3367287⟩

Article dans une revue hal-04473098v1

Choosing the parameter of the Fermat distance: navigating geometry and noise

Frédéric Chazal , Laure Ferraris , Pablo Groisman , Matthieu Jonckheere , Frédéric Pascal et al.

Transactions on Machine Learning Research Journal, 2024, pp.2835-8856. ⟨10.48550/arXiv.2311.18663⟩

Article dans une revue hal-04317396v1
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Convex Parameter Estimation of Perturbed Multivariate Generalized Gaussian Distributions

Nora Ouzir , Frédéric Pascal , Jean-Christophe Pesquet

IEEE Transactions on Signal Processing, 2024, 72, ⟨10.1109/TSP.2024.3453509⟩

Article dans une revue hal-04366765v2

Covariance Matrix Estimation of Texture Correlated Compound-Gaussian Vectors for Adaptive Radar Detection

Çagatay Candan , Frédéric Pascal

IEEE Transactions on Aerospace and Electronic Systems, 2023, 59 (3), pp.3009-3020. ⟨10.1109/TAES.2022.3221385⟩

Article dans une revue hal-04014771v1
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Affine Equivariant Tyler's M-Estimator Applied to Tail Parameter Learning of Elliptical Distributions

Esa Ollila , Daniel Palomar , Frédéric Pascal

IEEE Signal Processing Letters, 2023, 30, pp.1017-1021. ⟨10.1109/LSP.2023.3301341⟩

Article dans une revue hal-04366796v1
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A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data

Florian Mouret , Alexandre Hippert-Ferrer , Frédéric Pascal , Jean-Yves Tourneret

IEEE Transactions on Signal Processing, 2023, 71, pp.1--25. ⟨10.1109/TSP.2023.3267994⟩

Article dans une revue hal-04317202v1
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Joint Estimation of Location and Scatter in Complex Elliptical Distributions: A robust semiparametric and computationally efficient R-estimator of the shape matrix

Stefano Fortunati , Alexandre Renaux , Frédéric Pascal

Journal of Signal Processing Systems, 2022, 94 (2), pp.133-146. ⟨10.1007/s11265-021-01674-y⟩

Article dans une revue hal-03223839v1
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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

Special issue on statistical signal processing solutions and advances for data science: Complex, dynamic and large-scale settings

Michael Muma , Esa Ollila , Frédéric Pascal

Signal Processing, 2021, 182, pp.107892. ⟨10.1016/j.sigpro.2020.107892⟩

Article dans une revue hal-03436657v1
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Improving portfolios global performance using a cleaned and robust covariance matrix estimate

Emmanuelle Jay , Thibault Soler , Eugénie Terreaux , Jean-Philippe Ovarlez , Frédéric Pascal et al.

Soft Computing, 2020, 24, pp.8643-8654. ⟨10.1007/s00500-020-04840-9⟩

Article dans une revue hal-02508748v1
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Shrinking the eigenvalues of M-estimators of covariance matrix

Esa Ollila , Daniel Palomar , Frédéric Pascal

IEEE Transactions on Signal Processing, 2020, pp.256 - 269. ⟨10.1109/TSP.2020.3043952⟩

Article dans une revue hal-03105531v1
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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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Robust Semiparametric Efficient Estimators in Complex Elliptically Symmetric Distributions

Stefano Fortunati , Alexandre Renaux , Frédéric Pascal

IEEE Transactions on Signal Processing, 2020, 68, pp.5003-5015. ⟨10.1109/TSP.2020.3019110⟩

Article dans une revue hal-02976900v1
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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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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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$M$ -NL: Robust NL-Means Approach for PolSAR Images Denoising

Gordana Draskovic , Frédéric Pascal , Florence Tupin

IEEE Geoscience and Remote Sensing Letters, 2019, 16 (6), pp.997-1001. ⟨10.1109/LGRS.2018.2889275⟩

Article dans une revue hal-02186186v1
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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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Optimal Design of the Adaptive Normalized Matched Filter Detector

Abla Kammoun , Romain Couillet , Frédéric Pascal , Mohamed-Slim Alouini

IEEE Transactions on Aerospace and Electronic Systems, 2018, 54 (2), pp.755-769. ⟨10.1109/taes.2017.2766538⟩

Article dans une revue hal-01242462v1
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New insights into the statistical properties of M-estimators

Gordana Draskovic , Frédéric Pascal

IEEE Transactions on Signal Processing, 2018, 66 (16), pp.4253-4263. ⟨10.1109/TSP.2018.2841892⟩

Article dans une revue hal-01816084v1
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Robust ANMF Detection in Noncentered Impulsive Background

Joana Frontera-Pons , Jean-Philippe Ovarlez , Frederic Pascal

IEEE Signal Processing Letters, 2017, 24 (12), pp.1891 - 1895. ⟨10.1109/LSP.2017.2763784⟩

Article dans une revue hal-01692403v1
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Adaptive non zero-mean Gaussian detection

Joana Frontera-Pons , Frédéric Pascal , Jean-Philippe Ovarlez

IEEE Transactions on Geoscience and Remote Sensing, 2017, 55 (2), pp.1117 - 1124. ⟨10.1109/TGRS.2016.2619862⟩

Article dans une revue hal-01407449v1
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A bias-compensated MUSIC for small number of samples

François Vincent , Frédéric Pascal , Olivier Besson

Signal Processing, 2017, 138, pp.117-120. ⟨10.1016/j.sigpro.2017.03.015⟩

Article dans une revue hal-02486066v1
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Second order statistics of robust estimators of scatter. Application to GLRT detection for elliptical signals

Romain Couillet , Abla Kammoun , Frédéric Pascal

Journal of Multivariate Analysis, 2016, 143, pp.249-274. ⟨10.1016/j.jmva.2015.08.021⟩

Article dans une revue hal-01262635v1
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Convergence and Fluctuations of Regularized Tyler Estimators

Abla Kammoun , Romain Couillet , Frédéric Pascal , Mohamed-Slim Alouini

IEEE Transactions on Signal Processing, 2016, 64 (4), pp.1048-1060. ⟨10.1109/tsp.2015.2494858⟩

Article dans une revue hal-01377665v1
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Théorie des matrices aléatoires robustes et applications à la détection radar 1

Frédéric Pascal , Abla Kammoun

Traitement du Signal, 2016, Théorie des Matrices Aléatoires et Applications, 33 (2-3), pp.321-349. ⟨10.3166/ts.33.321-349⟩

Article dans une revue hal-01378253v1
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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 et al.

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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Hyperspectral anomaly detectors using robust estimators

Joana Frontera-Pons , Miguel Angel Veganzones , Frédéric Pascal , Jean-Philippe Ovarlez

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9 (2), pp.720-731. ⟨10.1109/JSTARS.2015.2453014⟩

Article dans une revue hal-01377668v1
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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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A Bayesian Nonparametric Model Coupled with a Markov Random Field for Change Detection in Heterogeneous Remote Sensing Images

Jorge Prendes , Marie Chabert , Frédéric Pascal , Alain Giros , Jean-Yves Tourneret

SIAM Journal on Imaging Sciences, 2016, vol. 9 (n° 4), pp. 1889-1921. ⟨10.1137/15M1047908⟩

Article dans une revue hal-01416149v1
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The random matrix regime of Maronna’s M-estimator with elliptically distributed samples

Romain Couillet , Frédéric Pascal , Jack W. Silverstein

Journal of Multivariate Analysis, 2015, 139, pp.56-78. ⟨10.1016/j.jmva.2015.02.020⟩

Article dans une revue hal-01242488v1
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A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors

Jorge Prendes , Marie Chabert , Frédéric Pascal , Alain Giros , Jean-Yves Tourneret

IEEE Transactions on Image Processing, 2015, 24 (3), pp.799-812. ⟨10.1109/TIP.2014.2387013⟩

Article dans une revue hal-01127988v1
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On the Convergence of Maronna's M-Estimators of Scatter

Yacine Chitour , Romain Couillet , Frédéric Pascal

IEEE Signal Processing Letters, 2015, 22 (6), pp.709-712. ⟨10.1109/LSP.2014.2367547⟩

Article dans une revue hal-01251753v1
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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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Performance assessment of a recent change detection method for homogeneous and heterogeneous images

Jorge Prendes , Marie Chabert , Frédéric Pascal , Alain Giros , Jean-Yves Tourneret

Revue Française de Photogrammétrie et de Télédétection, 2015

Article dans une revue hal-01251780v1
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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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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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Generalized Robust Shrinkage Estimator and Its Application to STAP Detection Problem

Frédéric Pascal , Yacine Chitour , Yihui Quek

IEEE Transactions on Signal Processing, 2014, 62 (21), pp.5640 - 5651. ⟨10.1109/TSP.2014.2355779⟩

Article dans une revue hal-01104004v1
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Robust Estimates of Covariance Matrices in Large Dimensional Regime

Romain Couillet , Frédéric Pascal , Jack W. Silverstein

IEEE Transactions on Information Theory, 2014, 60 (11), pp.7269 - 7278. ⟨10.1109/TIT.2014.2354045⟩

Article dans une revue hal-01104000v1
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Asymptotic Properties of Robust Complex Covariance Matrix Estimates

Mélanie Mahot , Frédéric Pascal , Philippe Forster , Jean-Philippe Ovarlez

IEEE Transactions on Signal Processing, 2013, 61 (13), page 3348 - 3356. ⟨10.1109/TSP.2013.2259823⟩

Article dans une revue hal-01705126v1
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Parameter Estimation For Multivariate Generalized Gaussian Distributions

Frédéric Pascal , Lionel Bombrun , Jean-Yves Tourneret , Yannick Berthoumieu

IEEE Transactions on Signal Processing, 2013, 61 (23), pp.5960-5971. ⟨10.1109/TSP.2013.2282909⟩

Article dans une revue hal-00879851v1
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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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Persymmetric Adaptive Radar Detectors

Guilhem Pailloux , Philippe Forster , Jean-Philippe Ovarlez , Frédéric Pascal

IEEE Transactions on Aerospace and Electronic Systems, 2011, 47 (4), pp.2376-2390. ⟨10.1109/TAES.2011.6034639⟩

Article dans une revue hal-00659834v1
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Optimal Parameter Estimation in Heterogeneous Clutter for High Resolution Polarimetric SAR Data

Gabriel Vasile , Frédéric Pascal , Jean-Philippe Ovarlez , Pierre Formont , Michel Gay

IEEE Geoscience and Remote Sensing Letters, 2011, 8 (6), pp.1046-1050. ⟨10.1109/LGRS.2011.2152363⟩

Article dans une revue hal-00638825v1
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Statistical Classification for Heterogeneous Polarimetric SAR Images

Pierre Formont , Frédéric Pascal , Gabriel Vasile , Jean-Philippe Ovarlez , Laurent Ferro-Famil

IEEE Journal of Selected Topics in Signal Processing, 2011, 5 (3), pp.567 - 576. ⟨10.1109/JSTSP.2010.2101579⟩

Article dans une revue hal-00638829v1
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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 istex 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
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Statistical analysis of the covariance matrix MLE in K-distributed clutter

Fréderic Pascal , Alexandre Renaux

Signal Processing, 2010, 90 (4), pp.1165-1175. ⟨10.1016/j.sigpro.2009.09.029⟩

Article dans une revue hal-00556226v1
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MIMO Radar Detection in non-Gaussian and Heterogeneous Clutter

Chin Yuan Chong , Frédéric Pascal , Jean-Philippe Ovarlez , Marc Lesturgie

IEEE Journal of Selected Topics in Signal Processing, 2010, 4 (1), pp.115-126. ⟨10.1109/JSTSP.2009.2038980⟩

Article dans une revue hal-00555844v1
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Coherency Matrix Estimation of Heterogeneous Clutter in High-Resolution Polarimetric SAR Images

Gabriel Vasile , Jean-Philippe Ovarlez , Frédéric Pascal , Céline Tison

IEEE Transactions on Geoscience and Remote Sensing, 2010, 48 (4), pp.1809-1826. ⟨10.1109/TGRS.2009.2035496⟩

Article dans une revue hal-00466647v1
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The Empirical Likelihood method applied to covariance matrix estimation

Fréderic Pascal , Hugo Harari-Kermadec , Pascal Larzabal

Signal Processing, 2010, 90 (2), pp. 566-578. ⟨10.1016/j.sigpro.2009.07.028⟩

Article dans une revue hal-00556225v1
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Performance analysis of covariance matrix estimates in impulsive noise

Frédéric Pascal , Philippe Forster , Jean-Philippe Ovarlez , Pascal Larzabal

IEEE Transactions on Signal Processing, 2008, 56 (6), pp.2206-2217. ⟨10.1109/TSP.2007.914311⟩

Article dans une revue hal-00353591v1
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Exact maximum likelihood estimates for sirv covariance matrix: Existence and algorithm analysis

Yacine Chitour , Frédéric Pascal

IEEE Transactions on Signal Processing, 2008, 56 (10), pp.4563-4573. ⟨10.1109/TSP.2008.927464⟩

Article dans une revue hal-00353594v1
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Covariance Structure Maximum-Likelihood Estimates in Compound Gaussian Noise: Existence and Algorithm Analysis

Frédéric Pascal , Y. Chitour , Jean-Philippe Ovarlez , Philippe Forster , Pascal Larzabal

IEEE Transactions on Signal Processing, 2008, 56 (1), pp.34-48. ⟨10.1109/TSP.2007.901652⟩

Article dans une revue hal-01816367v1
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First and Second Order Moments of the Normalized Sample Covariance Matrix of Spherically Invariant Random Vectors

Sébastien Bausson , Frédéric Pascal , Philippe Forster , Jean-Philippe Ovarlez , Pascal Larzabal

IEEE Signal Processing Letters, 2007, 14 (6), pp.425-428. ⟨10.1109/LSP.2006.888400⟩

Article dans une revue hal-02491536v1
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Random matrix theory improved Fréchet mean of symmetric positive definite matrices

Florent Bouchard , Ammar Mian , Malik Tiomoko , Guillaume Ginolhac , Frédéric Pascal

Forty-first International Conference on Machine Learning (ICML 2024), Jul 2024, Vienna, Austria

Communication dans un congrès hal-04694884v1
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Distribution matricielle t-Wishart : géométrie d'information, estimation et application pour la classification de signaux EEG

Imen Ayadi , Florent Bouchard , Frédéric Pascal

GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France

Communication dans un congrès hal-04226626v1
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Une méthode de Gradient Boosting d'Arbre de Décision explicative basée sur l'algorithme de Frank-Wolfe

Emilien Boizard , Gilles Chardon , Frédéric Pascal

GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France

Communication dans un congrès hal-04366782v1
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FEMDA: Une méthode de classification robuste et flexible

Pierre Houdouin , Matthieu Jonckheere , Frédéric Pascal

GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France

Communication dans un congrès hal-04254165v1
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t-WDA: A novel Discriminant Analysis applied to EEG classification

Imen Ayadi , Florent Bouchard , Frédéric Pascal

2023 31st European Signal Processing Conference (EUSIPCO), Sep 2023, Helsinki, Finland. ⟨10.23919/eusipco58844.2023.10289799⟩

Communication dans un congrès hal-04249018v1
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Algorithme EM régularisé

Pierre Houdouin , Matthieu Jonckheere , Frédéric Pascal , Esa Ollila

GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France

Communication dans un congrès hal-04254186v1
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Regularized EM Algorithm

Pierre Houdouin , Esa Ollila , Frédéric Pascal

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, Greece. ⟨10.1109/ICASSP49357.2023.10096439⟩

Communication dans un congrès hal-04254175v1
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Elliptical Wishart Distribution: Maximum Likelihood Estimator from Information Geometry

Imen Ayadi , Florent Bouchard , Frédéric Pascal

ICASSP 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⟩

Communication dans un congrès hal-04213775v1
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PCA-based Multi Task Learning: a Random Matrix Approach

Malik Tiomoko , Romain Couillet , Frédéric Pascal

Proceedings of the 40th International Conference on Machine Learning, PMLR 202, Jul 2023, Honololu, Hawaii, United States. pp.34280-34300

Communication dans un congrès hal-03420009v2
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Riemannian classification of EEG signals with missing values

Alexandre Hippert-Ferrer , Ammar Mian , Florent Bouchard , Frédéric Pascal

30th European Signal Processing Conference (EUSIPCO 2022), Aug 2022, Belgrade, Serbia. ⟨10.23919/eusipco55093.2022.9909703⟩

Communication dans un congrès hal-03856816v1
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Désentrelacement et classification des émetteurs RADARs basés sur l'utilisation des distances de Transport Optimal

Manon Mottier , Gilles Chardon , Frédéric Pascal

Conference on Artificial Intelligence for Defense, DGA Maîtrise de l'Information, Nov 2022, Rennes, France

Communication dans un congrès hal-03881736v1
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Désentrelacement et classification de signaux RADAR basés sur des distances de transport optimal

Manon Mottier , Gilles Chardon , Frédéric Pascal

GRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France

Communication dans un congrès hal-03851279v1
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FEMDA : une méthode de classification robuste et flexible

Pierre Houdouin , Matthieu Jonckheere , Frédéric Pascal

GRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2022, Nancy, France

Communication dans un congrès hal-04288999v1
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RADAR Emitter Classification with Optimal Transport Distances

Manon Mottier , Gilles Chardon , Frédéric Pascal

30th European Signal Processing Conference (EUSIPCO 2022), Aug 2022, Belgrade, Serbia. ⟨10.23919/eusipco55093.2022.9909967⟩

Communication dans un congrès hal-03869152v1
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Etude à distance finie d'un R-estimateur pour la matrice de forme des distributions symétriques elliptiques complexes

Stefano Fortunati , Alexandre Renaux , Frédéric Pascal

GRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France

Communication dans un congrès hal-03790645v1

A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models

Nora Leïla Ouzir , Jean-Christophe Pesquet , Frédéric Pascal

2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, France. pp.5772-5776, ⟨10.1109/ICASSP43922.2022.9747354⟩

Communication dans un congrès hal-03763278v1
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Robust classification with flexible discriminant analysis in heterogeneous data

Pierre Houdouin , Andrew Wang , M Jonckheere , Frédéric Pascal

2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapour, Singapore. ⟨10.1109/ICASSP43922.2022.9747576⟩

Communication dans un congrès hal-03620144v1

Robust clustering and outlier rejection using the Mahalanobis distance distribution

Violeta Roizman , Matthieu Jonckheere , Frédéric Pascal

28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. pp.2448-2452, ⟨10.23919/Eusipco47968.2020.9287356⟩

Communication dans un congrès hal-03436669v1
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Improved estimation of the degree of freedom parameter of multivariate t-distribution

Frédéric Pascal , Esa Ollila , Daniel P Palomar

The 29th European Signal Processing Conference (EUSIPCO 2021), Aug 2021, Dublin (virtual), Ireland. ⟨10.23919/eusipco54536.2021.9616162⟩

Communication dans un congrès hal-03436848v1
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Properties of a new R-estimator of shape matrices

Stefano Fortunati , Alexandre Renaux , Frédéric Pascal

28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. ⟨10.23919/Eusipco47968.2020.9287879⟩

Communication dans un congrès hal-02976913v1
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Deinterleaving and Clustering unknown RADAR pulses

Manon Mottier , Gilles Chardon , Frédéric Pascal

IEEE Radar Conference 2021, May 2021, ATLANTA (virtual), United States. ⟨10.1109/radarconf2147009.2021.9455272⟩

Communication dans un congrès hal-03245067v1

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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M-Estimators of Scatter with Eigenvalue Shrinkage

Esa Ollila , Daniel P. Palomar , Frédéric Pascal

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelone, Spain. pp.5305-5309, ⟨10.1109/ICASSP40776.2020.9054555⟩

Communication dans un congrès hal-02591476v1
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ROBUST SEMIPARAMETRIC JOINT ESTIMATORS OF LOCATION AND SCATTER IN ELLIPTICAL DISTRIBUTIONS

Stefano Fortunati , Alexandre Renaux , Frédéric Pascal

2020 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-02976889v1
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Robust Semiparametric DOA Estimation in non-Gaussian Environment

Stefano Fortunati , Alexandre Renaux , Frédéric Pascal

IEEE RadarConf 20, 2020, Florence, Italy. ⟨10.1109/RadarConf2043947.2020.9266451⟩

Communication dans un congrès hal-02976918v1
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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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Fusing Eigenvalues

Shahab Basiri , Esa Ollila , Gordana Draskovic , Frédéric Pascal

2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), May 2019, Brighton, United Kingdom. pp.4968-4972, ⟨10.1109/ICASSP.2019.8682906⟩

Communication dans un congrès hal-02186196v1
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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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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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A new clustering algorithm for PolSAR images segmentation

Violeta Roizman , Gordana Draskovic , Frédéric Pascal

8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2019), Dec 2019, Guadeloupe, West Indies, France. ⟨10.1109/camsap45676.2019.9022495⟩

Communication dans un congrès hal-02485766v1
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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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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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New insights into the statistical properties of M-estimators and application to signal detection

Gordana Draskovic , Frédéric Pascal

International Conference on Robust Statistics, Jul 2018, Leuven, Belgium. pp.22-23

Communication dans un congrès hal-02186220v1
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Improving Portfolios Global Performance with Robust Covariance Matrix Estimation: Application to the Maximum Variety Portfolio

Emmanuelle Jay , Eugénie Terreaux , Jean-Philippe Ovarlez , Frederic Pascal

26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨10.23919/eusipco.2018.8553414⟩

Communication dans un congrès hal-02124639v1
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A Toeplitz-Tyler Estimation of the Model Order in Large Dimensional Regime

Eugénie Terreaux , Jean-Philippe Ovarlez , Frédéric Pascal

ICASSP 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-02124624v1
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Estimation de l'Ordre de Modèle pour un Bruit Elliptique Symétrique Complexe en Grande Dimension

Eugénie Terreaux , Jean-Philippe Ovarlez , Frédéric Pascal

26eme Colloque GRETSI Traitement du Signal & des Images, GRETSI 2017, Sep 2017, Juan-Les-Pins, France

Communication dans un congrès hal-01692623v1

Deep robust regression

Tzvi Diskin , Gordana Draskovic , Frédéric Pascal , Ami Wiesel

2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2017, Curacao, France. ⟨10.1109/CAMSAP.2017.8313200⟩

Communication dans un congrès hal-01816119v1
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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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New model order selection in large dimension regime for complex elliptically symmetric noise

Eugénie Terreaux , Jean-Philippe Ovarlez , Frédéric Pascal

25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos, Greece. ⟨10.23919/EUSIPCO.2017.8081376⟩

Communication dans un congrès hal-01692642v1

Robust RMT for covariance matrix estimation and applications to signal processing

Frédéric Pascal

9th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2016), Dec 2016, Sevilla, Spain

Communication dans un congrès hal-01634291v1
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Optimal Design of Adaptive Normalized Matched Filter For Large Antenna Arrays

Abla Kammoun , Romain Couillet , Frédéric Pascal , Mohamed Slim-Alouini

2016 IEEE Statistical Signal Processing Workshop (SSP), Jun 2016, Palma de Majorca, Spain. ⟨10.1109/ssp.2016.7551722⟩

Communication dans un congrès hal-01633446v1
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A robust signal subspace estimator

Arnaud Breloy , Y Sun , P Babu , G Ginolhac , Daniel P. Palomar et al.

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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New properties for Tyler’s covariance matrix estimator

Gordana Draskovic , Frédéric Pascal

50th Asilomar Conference on Signals, Systems and Computers, Nov 2016, Pacific Grove, CA, United States. ⟨10.1109/acssc.2016.7869161⟩

Communication dans un congrès hal-01634293v1
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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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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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Change detection for optical and radar images using a Bayesian nonparametric model coupled with a Markov random field

Jorge Prendes , Marie Chabert , Frédéric Pascal , Alain Giros , Jean-Yves Tourneret

40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. pp. 1513-1517, ⟨10.1109/ICASSP.2015.7178223⟩

Communication dans un congrès hal-01377333v1
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Second order statistics of bilinear forms of robust scatter estimators

Abla Kammoun , Romain Couillet , Frédéric Pascal

40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. ⟨10.1109/ICASSP.2015.7178604⟩

Communication dans un congrès hal-01262625v1
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Asymptotic detection performance of the robust ANMF

Frédéric Pascal , Jean-Philippe Ovarlez

23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp.524 - 528, ⟨10.1109/EUSIPCO.2015.7362438⟩

Communication dans un congrès hal-01521934v1
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Asymptotic Properties of the Robust ANMF

Frédéric Pascal , Jean-Philippe Ovarlez

40th 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-01270119v1
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Anomaly Detection and Estimation in Hyperspectral Imaging Using RMT Tools

Eugénie Terreaux , Jean-Philippe Ovarlez , Frédéric Pascal

IEEE 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-01325087v1
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Estimation robuste dans le régime des grandes matrices aléatoires

Romain Couillet , Abla Kammoun , Frédéric Pascal

25eme Colloque GRETSI 2015, Sep 2015, Lyon, France

Communication dans un congrès hal-01325047v1
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RMT for whitening space correlation and applications to radar detection

Romain Couillet , Maria S Greco , Jean-Philippe Ovarlez , Frédéric Pascal

IEEE 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-01262631v1
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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, Cancún, Mexico. ⟨10.1109/CAMSAP.2015.7383755⟩

Communication dans un congrès hal-01325083v1
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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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Binary partition trees-based robust adaptive hyperspectral RX anomaly detection

Miguel Angel Veganzones , Joana Frontera-Pons , Frédéric Pascal , Jean-Philippe Ovarlez , Jocelyn Chanussot

ICIP 2014 - 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.n/c, ⟨10.1109/ICIP.2014.7026028⟩

Communication dans un congrès hal-01010392v1

Robust M-estimator of scatter for large elliptical samples

Romain Couillet , F. Pascal

IEEE SSP'14, Jun 2014, Gold Coast, Australia. pp.1-4, ⟨10.1109/SSP.2014.6884560⟩

Communication dans un congrès hal-01092916v1
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Robust anomaly detection in hyperspectral imaging

Joana Frontera-Pons , Miguel Angel Veganzones , Santiago Velasco-Forero , Frédéric Pascal , Jean-Philippe Ovarlez et al.

IGARSS 2014 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. ⟨10.1109/IGARSS.2014.6947518⟩

Communication dans un congrès hal-01010418v1
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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

Shrinkage covariance matrix estimator applied to STAP detection

Frédéric Pascal , Yacine Chitour

SSP 2014, IEEE, Jun 2014, Gold Coast, Australia. pp.324 - 327, ⟨10.1109/SSP.2014.6884641⟩

Communication dans un congrès hal-01104073v1
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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

A multivariate statistical model for multiple images acquired by homogeneous or heterogeneous sensors

Jorge Prendes , Marie Chabert , Frederic Pascal , Alain Giros , Jean-Yves Tourneret

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6854628⟩

Communication dans un congrès hal-01104184v1
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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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Multidimensional Low-Rank Filter based on the AU-HOSVD for MIMO STAP

Mélanie Boizard , Frédéric Brigui , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster et al.

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

Robust Estimates of covariance matrices in large dimensional regime and application to array processing

Frédéric Pascal , Romain Couillet

3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France

Communication dans un congrès hal-00935366v1

Detection Improvement using Robust Estimates for Hyperspectral Imaging

Joana Frontera-Pons , Jean-Philippe Ovarlez , Frédéric Pascal

3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France

Communication dans un congrès hal-00935510v1
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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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Performance Analysis of Robust Detectors for Hyperspectral Imaging

Joana Frontera-Pons , Jean-Philippe Ovarlez , Frédéric Pascal , Jocelyn Chanussot

IGARSS 2013 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.1-4, ⟨10.1109/IGARSS.2013.6721348⟩

Communication dans un congrès hal-00934285v1

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

CFAR Clustering of Polarimetric SAR Data

Pierre Formont , Miguel Angel Veganzones , Joana Frontera-Pons , Frédéric Pascal , Jean-Philippe Ovarlez et al.

SONDRA - 3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France

Communication dans un congrès hal-00935540v1

Robust covariance matrices estimation and applications in signal processing

Frédéric Pascal

Journée du GDR ISIS "Estimation et traitement statistique en grande dimension", May 2013, Paris, France

Communication dans un congrès hal-00935283v1

Robust covariance matrices estimation and applications to SAR and Hyper- spectral images processing

Frédéric Pascal

CIMI Image Processing Seminar, May 2013, Toulouse, France

Communication dans un congrès hal-00935337v1
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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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CFAR Hierarchical Clustering of Polarimetric SAR Data

Pierre Formont , Miguel Angel Veganzones , Joana Frontera-Pons , Frédéric Pascal , Jean-Philippe Ovarlez et al.

IGARSS 2013 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.2461-2464, ⟨10.1109/IGARSS.2013.6723319⟩

Communication dans un congrès hal-01010367v1

A Joint Robust Estimation and Random Matrix Framework with Application to Array Processing

Romain Couillet , Frédéric Pascal , Jack W. Silverstein

2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), May 2013, Vancouver, Canada. 5 p., ⟨10.1109/ICASSP.2013.6638930⟩

Communication dans un congrès hal-00830302v1
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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
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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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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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Résolution limite dans un contexte de localisation active de sources

Mohammed Nabil El Korso , Philippe Forster , Frédéric Pascal , Pascal Larzabal

GRETSI 2013, Sep 2013, Brest, France. 4p

Communication dans un congrès hal-00870567v1
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Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions

Lionel Bombrun , Frédéric Pascal , Jean-Yves Tourneret , Yannick Berthoumieu

IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2012, Kyoto, Japan. pp.3525 - 3528, ⟨10.1109/ICASSP.2012.6288677⟩

Communication dans un congrès hal-00744600v1
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A class of Robust Estimates for Detection in Hyperspectral Images using Elliptical Distributions Backgroung

Joana Frontera-Pons , Mélanie Mahot , Jean-Philippe Ovarlez , Frédéric Pascal , Sze Kim Pang et al.

IGARSS 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-00781727v1

Reduced rank STAP techniques for MIMO

Frédéric Brigui , Chin Yuan Chong , Frédéric Pascal

2012 9th European Radar Conference (EURAD 2012), Oct 2012, Amsterdam, Netherlands

Communication dans un congrès hal-00782168v1

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, Bucarest, Romania. pp.81 - 85

Communication dans un congrès hal-00781738v1

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, Bucarest, Romania. pp.1324 - 1328

Communication dans un congrès hal-00781743v1

On the resolvability of closely spaced targets using a colocated MIMO radar

Mohammed Nabil El Korso , Frédéric Pascal , Marius Pesavento

2012 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-00782178v1

Robust Detection using M- estimators for Hyperspectral Imaging

Joana Frontera-Pons , Mélanie Mahot , Jean-Philippe Ovarlez , Frédéric Pascal , Jocelyn Chanussot

WHISPERS 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-00780777v1

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

Robust Estimation and Random Matrix Theory

Frédéric Pascal

In Department of Electrical and Computer Engineering, National University of Singapore, Sep 2012, Singapour, Singapore

Communication dans un congrès hal-00782156v1

Robust ANMF test using Huber's M-estimator

Mélanie Mahot , Frédéric Pascal , Philippe Forster , Jean-Philippe Ovarlez

IEEE SAM 2012, Jun 2012, Hoboken, United States. pp.373 - 376, ⟨10.1109/SAM.2012.6250514⟩

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Matrices aléatoires en estimation robuste

Frédéric Pascal

In Journées "Image - Texture - Information" - Laboratoire IMS, Jul 2012, Bordeaux, France

Communication dans un congrès hal-00782159v1
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Heterogeneous Clutter Model for High-Resolution Polarimetric SAR Data Processing

Gabriel Vasile , Frédéric Pascal , Jean-Philippe Ovarlez , Pierre Formont

IGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.3744-3747, ⟨10.1109/IGARSS.2011.6050039⟩

Communication dans un congrès hal-00638874v1

Estimation Performance of Coherent MIMO-STAP using Cramér-Rao Bounds

Chin Yuan Chong , Frédéric Pascal , Marc Lesturgie

2011 IEEE RadarCon (RADAR 2011), May 2011, Kansas city, United States. pp.533-537, ⟨10.1109/RADAR.2011.5960594⟩

Communication dans un congrès hal-00659860v1
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H/α Unsupervised Classification for Highly Textured Polinsar Images using Information Geometry of Covariance Matrices

Pierre Formont , Jean-Philippe Ovarlez , Frédéric Pascal , Gabriel Vasile , Laurent Ferro-Famil

POLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. 5 p

Communication dans un congrès hal-00640761v1

Propriétés asymptotiques d'un estimateur de matrice de covariance complexe robuste

Mélanie Mahot , Philippe Forster , Frédéric Pascal , Jean-Philippe Ovarlez

GRETSI 2011, Sep 2011, Bordeaux, France

Communication dans un congrès hal-00659867v1

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
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Contribution of Information Geometry for Polarimetric SAR Classification in Heterogeneous Areas

Jean-Philippe Ovarlez , Pierre Formont , Frédéric Pascal , Gabriel Vasile , Laurent Ferro-Famil

IRS 2011 - 12th International Radar Symposium, Sep 2011, Leipzig, Germany. pp.669-674

Communication dans un congrès hal-00640864v1
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Apport de la géométrie de l'information pour la classification d'images SAR polarimétriques

Pierre Formont , Frédéric Pascal , Jean-Philippe Ovarlez , Gabriel Vasile , Laurent Ferro-Famil

GRETSI 2011 - XXIIIème Colloque francophone de traitement du signal et des images, Sep 2011, Bordeaux, France. 4 p

Communication dans un congrès hal-00640866v1
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On the Extension of the Product Model in Polsar Processing for Unsupervised Classification Using Information Geometry of Covariance Matrices

Pierre Formont , Jean-Philippe Ovarlez , Frédéric Pascal , Gabriel Vasile , Laurent Ferro-Famil

IGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.1361-1364, ⟨10.1109/IGARSS.2011.6049318⟩

Communication dans un congrès hal-00640872v1
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Heterogeneous Clutter Model for High-Resolution Polarimetric SAR Data Parameter Estimation

Gabriel Vasile , Frédéric Pascal , Jean-Philippe Ovarlez

POLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. 6 p

Communication dans un congrès hal-00561143v1
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PolSAR Classification based on the SIRV model with a region growing initialization

Pierre Formont , Nicolas Trouvé , Jean-Philippe Ovarlez , Frédéric Pascal , Gabriel Vasile et al.

POLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Mar 2011, Frascati, Italy. 7 p

Communication dans un congrès hal-00640862v1

Robust detection using SIRV background modelling for hyperspectral imaging

Jean-Philippe Ovarlez , Sze Kim Pang , Frédéric Pascal , Vincent Achard , T.K. Ng

2011 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011), Jul 2011, Vancouver, Canada. pp.4316-4319, ⟨10.1109/IGARSS.2011.6050186⟩

Communication dans un congrès hal-00659865v1

Robust Covariance Matrix Estimate with Attractive Asymptotic Properties

Mélanie Mahot , Philippe Forster , Frédéric Pascal , Jean-Philippe Ovarlez

2011 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⟩

Communication dans un congrès hal-00659869v1
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Stable scatterers detection and tracking in heterogeneous clutter by repeat-pass SAR interferometry

Gabriel Vasile , Jean-Philippe Ovarlez , Frédéric Pascal , Michel Gay , Guy d'Urso et al.

ACSSC 2010 - 44th Annual Asilomar Conference on Signals Systems and Computers, Nov 2010, Pacific Grove, United States. 5 p., ⟨10.1109/ACSSC.2010.5757751⟩

Communication dans un congrès hal-00544148v1

Hybrid MIMO radar: configurations and application on STAP

Chin Yuan Chong , Frédéric Pascal , Jean-Philippe Ovarlez , Marc Lesturgie

2nd SONDRA Workshop , May 2010, Cargèse, France

Communication dans un congrès hal-00556585v1
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A combined TSVM model and GLRT detector for a roll invariant target detection.

Lionel Bombrun , Gabriel Vasile , Michel Gay , Jean-Philippe Ovarlez , Frédéric Pascal

EUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aix-la-Chapelle, Germany

Communication dans un congrès hal-00491982v1
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Roll Invariant Target Detection based on PolSAR Clutter Models

Lionel Bombrun , Gabriel Vasile , Michel Gay , Jean-Philippe Ovarlez , Frédéric Pascal

IGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, United States. pp.4, ⟨10.1109/IGARSS.2010.5653522⟩

Communication dans un congrès hal-00520566v1

Polarimetric Classification in Highly Textured SAR Images

Pierre Formont , Jean-Philippe Ovarlez , Frédéric Pascal , Gabriel Vasile , Laurent Ferro-Famil

SONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France

Communication dans un congrès hal-00556549v1

Properties of Robust MIMO Detector

Chin Yuan Chong , Frédéric Pascal , Jean-Philippe Ovarlez , Marc Lesturgie

18th European Signal Processing Conference (EUSIPCO 2010), Aug 2010, Aalborg, Denmark

Communication dans un congrès hal-00555918v1
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KummerU clutter model for PolSAR data: Application to segmentation and classification

Lionel Bombrun , Gabriel Vasile , Michel Gay , Frédéric Pascal , Jean-Philippe Ovarlez

SONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France. pp.4

Communication dans un congrès hal-00488337v1
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A Test statistic for high resolution polarimetric SAR Data classification

Pierre Formont , Jean-Philippe Ovarlez , Frédéric Pascal , Gabriel Vasile , Laurent Ferro-Famil

IGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, United States. ⟨10.1109/IGARSS.2010.5651074⟩

Communication dans un congrès hal-00507077v1

A statistical approach to polarimetric SAR data classifiaction

Pierre Formont , Frédéric Pascal , Gabriel Vasile , Jean-Philippe Ovarlez , Laurent Ferro-Famil

SONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France

Communication dans un congrès hal-00557881v1

A New method for High Resolution Polarimetric SAR Data Classification Based on the M-Box Test

Pierre Formont , Jean-Philippe Ovarlez , Frédéric Pascal , Gabriel Vasile , Laurent Ferro-Famil

EUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aachen, Germany. pp.n.c

Communication dans un congrès hal-00507074v1

Optimal parameter estimation in heterogeneous clutter for high resolution polarimetric SAR data

Gabriel Vasile , Frédéric Pascal , Jean-Philippe Ovarlez , Steeve Zozor , Michel Gay

IGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, United States. pp.855-858, ⟨10.1109/IGARSS.2010.5654203⟩

Communication dans un congrès hal-00544150v1

Robustness Analysis of Covariance Matrix Estimates

Mélanie Mahot , Philippe Forster , Jean-Philippe Ovarlez , Frédéric Pascal

18th European Signal Processing Conference (EUSIPCO 2010), Aug 2010, Aalborg, Denmark

Communication dans un congrès hal-00555913v1
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Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter Models

Lionel Bombrun , Jean-Marie Beaulieu , Gabriel Vasile , Jean-Philippe Ovarlez , Frédéric Pascal et al.

IGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.5-8, ⟨10.1109/IGARSS.2009.5418271⟩

Communication dans un congrès hal-00398923v1

Improved segmentation in polarimetric SAR images

Jérémie Jakubowicz , Frédéric Pascal , Jean-Philippe Ovarlez

2nd SONDRA Workshop , May 2010, Cargèse, France

Communication dans un congrès hal-00557877v1

A review of non-Gaussian detectors on different sets of experimental data

Jean-Philippe Ovarlez , Frédéric Pascal , Philippe Forster , Mélanie Mahot , G. Pailloux

2nd SONDRA Workshop , May 2010, Cargèse, France

Communication dans un congrès hal-00557918v1

Robust MIMO Radar Detection for Correlated Subarrays

Chin Yuan Chong , Frédéric Pascal , Jean-Philippe Ovarlez , Marc Lesturgie

2010 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), Mar 2010, Dallas, United States. ⟨10.1109/ICASSP.2010.5496211⟩

Communication dans un congrès hal-00555863v1
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Estimation and segmentation in non-Gaussian POLSAR clutter by SIRV stochastic processes

Gabriel Vasile , Jean-Philippe Ovarlez , Frédéric Pascal

IGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.III-963-III-966, ⟨10.1109/IGARSS.2009.5417935⟩

Communication dans un congrès hal-02493508v1

Comparison of various detection schemes for STAP radar based on experimental data

G. Pailloux , Frédéric Pascal , Jean-Philippe Ovarlez , Philippe Forster

2009 International Radar Conference "Surveillance for a Safer World" (RADAR 2009), Oct 2009, Bordeaux, France

Communication dans un congrès hal-00447905v1
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Estimation of the normalized coherency matrix through the SIRV model. Application to high resolution POLSAR data

Gabriel Vasile , Jean-Philippe Ovarlez , Frédéric Pascal , Michel Gay

POLinSAR 2009 - 4th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2009, Frascati, Italy. 8 p

Communication dans un congrès hal-00448508v1

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

MIMO radar detection under non-Gaussian clutter

Chin Yuan Chong , Frédéric Pascal , Marc Lesturgie

Comparison of various detection schemes for STAP radar based on experimental data, Oct 2009, Bordeaux, France

Communication dans un congrès hal-00447879v1

Adaptive MIMO radar detection in non-Gaussian and heterogeneous clutter considering fluctuating targets

Chin Yuan Chong , Frédéric Pascal , Jean-Philippe Ovarlez , Marc Lesturgie

2009 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 hal-00447876v1
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An empirical likelihood method for data aided channel identification in unknown noise field

Frédéric Pascal , Jean-Pierre Barbot , Hugo Harari-Kermadec , Ricardo Suyama , Pascal Larzabal

16th European Signal Processing Conference (EUSIPCO 2008), Aug 2008, Lausanne, Switzerland. ⟨10.5281/zenodo.41167⟩

Communication dans un congrès hal-00353605v1

Coherency matrix estimation for heterogeneous clutter through the SIRV model. Application to high resolution POLSAR images

Gabriel Vasile , Jean-Philippe Ovarlez , Frédéric Pascal

DLR-CNES 2008 - 8th Workshop Information Extraction and Scene Understanding for Meter Resolution Images, Oct 2008, Toulouse, France

Communication dans un congrès hal-00354209v1

On Persymmetric Covariance Matrices in Adaptive Detection

G. Pailloux , Philippe Forster , Jean-Philippe Ovarlez , Frédéric Pascal

2008 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 hal-00353608v1

Analyse de signaux STAP - Détection et Estimation

Frédéric Pascal , Jean-Philippe Ovarlez

Club STAP ONERA, Mar 2008, Palaiseau, France

Communication dans un congrès hal-00354200v1

A sirv-cfar adaptive detector exploiting persymmetric clutter covariance structure

G. Pailloux , Jean-Philippe Ovarlez , Frédéric Pascal , Philippe Forster

2008 IEEE Radar Conference, May 2008, Rome, Italy. pp.CD-ROM Proceedings, ⟨10.1109/RADAR.2008.4720921⟩

Communication dans un congrès hal-00353600v1
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Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis

Gabriel Vasile , Jean-Philippe Ovarlez , Frédéric Pascal , Céline Tison , Lionel Bombrun et al.

IGARSS 2008 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, United States. ⟨10.1109/IGARSS.2008.4778796⟩

Communication dans un congrès hal-00353606v1

On the use of Empirical Likelihood for non-Gaussian clutter covariance matrix estimation

H. Harari-Kermadec , Frédéric Pascal

2008 IEEE Radar Conference , May 2008, Rome, Italy. ⟨10.1109/RADAR.2008.4720953⟩

Communication dans un congrès hal-00353599v1
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On a SIRV-CFAR detector with radar experimentations in impulsive noise

Frédéric Pascal , Jean-Philippe Ovarlez , Philippe Forster , Pascal Larzabal

14th European Signal Processing Conference (EUSIPCO 2006), Sep 2006, Florence, Italy

Communication dans un congrès hal-02495014v1
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Propriété CFAR-Matrice du Détecteur BORD -Application Radar sur Signaux Expérimentaux non-Gaussiens

Frédéric Pascal , Jean-Philippe Ovarlez , Philippe Forster , Pascal Larzabal

Vingt-cinquième Colloque GRETSI 2005, Sep 2005, Louvain-la-Neuve, Belgique

Communication dans un congrès hal-02495007v1
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Theoretical Analysis of an Improved Covariance Matrix Estimator in non-Gaussian Noise

Frédéric Pascal , Philippe Forster , Jean-Philippe Ovarlez , Pascal Larzabal

(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 hal-02495012v1
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Constant false alarm rate detection in Spherically Invariant Random Processes

Frédéric Pascal , Jean-Philippe Ovarlez , Philippe Forster , Pascal Larzabal

12th European Signal Processing Conference (EUSIPCO 2008), Sep 2004, Vienna, Austria

Communication dans un congrès hal-02495011v1
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Bayesian Optimum Radar Detector Performances Against Ground Clutter Data

Jean-Philippe Ovarlez , Emmanuelle Jay , Frédéric Pascal

Proc. of the IEEE-RADAR-04,, Oct 2004, Toulouse, France

Communication dans un congrès hal-02495010v1
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Radar Detection in Compound-Gaussian Clutter

Frédéric Pascal , Jean-Philippe Ovarlez , Philippe Forster , Pascal Larzabal

IEEE-RADAR-04, Oct 2004, Toulouse, France

Communication dans un congrès hal-02495009v1

Effect of Fumonisin B1 on pig lymphocytes and vaccinal immune response

I Turanu , D Marin , Fréderic Pascal , S Bouhet , Isabelle P. Oswald

Annual Meeting of the French Society for Immunology, 2003, Juan les Pins, France. pp.Inconnu

Communication dans un congrès hal-02827397v1
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Blind separation with angular criteria

Romain Lloria , Florent Bouchard , Sylvain Chevallier , Frédéric Pascal

Journée du labo L2S, Jun 2023, Saint-Rémy-lès-Chevreuse, France

Poster de conférence hal-05068005v1

Impact de l'IA sur la recherche en mathématiques / des mathématiques sur la recherche en IA

Frédéric Pascal

L'IA éducative. L'intelligence artificielle dans l'enseignement supérieur, Bréal, 2023, 2749555302

Chapitre d'ouvrage hal-04422462v1

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

A Comparative Study of Statistical-Based Change Detection Methods for Multidimensional and Multitemporal SAR Images

Ammar Mian , Frédéric Pascal

Advances in Condition Monitoring and Structural Health Monitoring, Springer Singapore, pp.189-206, 2021, Lecture Notes in Mechanical Engineering, ⟨10.1007/978-981-15-9199-0_18⟩

Chapitre d'ouvrage hal-03519611v1

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

Covariance Matrix Estimation in SIRV and Elliptical Processes and Their Applications in Radar Detection

Jean-Philippe Ovarlez , Frédéric Pascal , Philippe Forster

IET. Modern Radar Detection Theory, chapter 8, Scitech Publishing, pp.295-332, 2015, 978-1-61353-199-0. ⟨10.1049/SBRA509E_ch⟩

Chapitre d'ouvrage hal-01279530v1
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On the use of Matrix Information Geometry for Polarimetric SAR Image Classification

Pierre Formont , Jean-Philippe Ovarlez , Frédéric Pascal

Matrix Information Geometry, Springer Berlin Heidelberg, pp.257-276, 2013, ⟨10.1007/978-3-642-30232-9_10⟩

Chapitre d'ouvrage istex hal-02494996v1
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Détection et Estimation en Environnement non Gaussien

Frédéric Pascal

Traitement du signal et de l'image [eess.SP]. Université de Nanterre - Paris X, 2006. Français. ⟨NNT : ⟩

Thèse tel-00128438v1