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Frédéric Pascal

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Presentation

**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

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⟩
Journal articles hal-04473098v1

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⟩
Journal articles hal-04317202v1

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⟩
Journal articles 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⟩
Journal articles hal-04366796v1
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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, In press, pp.1-14. ⟨10.1109/TPAMI.2023.3337195⟩
Journal articles hal-04366787v1
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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⟩
Journal articles 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⟩
Journal articles hal-03273062v1

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⟩
Journal articles hal-03436657v1
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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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles hal-02976900v1
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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⟩
Journal articles hal-03105531v1

Improving portfolios global performance using a cleaned and robust covariance matrix estimate

Emmanuelle Jay , Thibault Soler , Eugénie Terreaux , Jean-Philippe Ovarlez , Frédéric Pascal
Soft Computing, 2020, ⟨10.1007/s00500-020-04840-9⟩
Journal articles hal-02508748v1
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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⟩
Journal articles 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⟩
Journal articles hal-02399630v1
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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⟩
Journal articles hal-01825231v1
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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⟩
Journal articles hal-02186186v1
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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⟩
Journal articles hal-01242462v1
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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⟩
Journal articles hal-01789076v1
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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⟩
Journal articles 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⟩
Journal articles hal-01692403v1
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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⟩
Journal articles hal-02486066v1
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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⟩
Journal articles hal-01407449v1
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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⟩
Journal articles 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⟩
Journal articles hal-01377665v1
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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⟩
Journal articles hal-01416149v1
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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⟩
Journal articles 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⟩
Journal articles hal-01377662v1
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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⟩
Journal articles 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
IEEE Transactions on Signal Processing, 2016, 64 (8), pp.1986-1998. ⟨10.1109/TSP.2015.2512535⟩
Journal articles hal-01377663v1
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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
Journal articles hal-01251780v1
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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⟩
Journal articles hal-01167526v1
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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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles hal-01251753v1
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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⟩
Journal articles hal-01104000v1
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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⟩
Journal articles hal-01104004v1
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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⟩
Journal articles 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⟩
Journal articles hal-01084597v1
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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⟩
Journal articles hal-00828338v1
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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⟩
Journal articles 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⟩
Journal articles hal-00879851v1

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⟩
Journal articles hal-00780733v1
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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⟩
Journal articles hal-00659841v1
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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⟩
Journal articles hal-00659845v1
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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⟩
Journal articles hal-00638829v1
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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⟩
Journal articles hal-00638825v1
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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⟩
Journal articles hal-00659834v1
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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⟩
Journal articles hal-00555844v1
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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⟩
Journal articles hal-00556226v1
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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⟩
Journal articles hal-00556225v1
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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⟩
Journal articles hal-00466647v1
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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⟩
Journal articles hal-01816367v1
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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⟩
Journal articles 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⟩
Journal articles hal-00353594v1
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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⟩
Journal articles hal-02491536v1
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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
Conference papers hal-03420009v2
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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
Conference papers hal-04254186v1
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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⟩
Conference papers hal-04249018v1
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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
Conference papers 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
Conference papers hal-04366782v1
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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⟩
Conference papers hal-04213775v1
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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⟩
Conference papers hal-04254175v1
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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⟩
Conference papers hal-03620144v1
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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⟩
Conference papers 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
Conference papers hal-03881736v1
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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
Conference papers hal-03790645v1
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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⟩
Conference papers hal-03869152v1

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⟩
Conference papers hal-03763278v1
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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
Conference papers hal-04288999v1
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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
Conference papers hal-04254165v1
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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
Conference papers hal-03851279v1
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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⟩
Conference papers hal-03436848v1

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⟩
Conference papers hal-03436669v1
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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⟩
Conference papers 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⟩
Conference papers hal-03436869v1
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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⟩
Conference papers hal-02976913v1
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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⟩
Conference papers hal-02976889v1
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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⟩
Conference papers hal-02591476v1
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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⟩
Conference papers 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⟩
Conference papers hal-02571084v1
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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
Conference papers hal-02486933v1
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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⟩
Conference papers hal-02485766v1
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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⟩
Conference papers hal-02186196v1
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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⟩
Conference papers hal-02388669v1
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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⟩
Conference papers 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⟩
Conference papers hal-02152102v1
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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
Conference papers hal-02186220v1
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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⟩
Conference papers hal-02124624v1
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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⟩
Conference papers hal-02124639v1
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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 Island, Greece. ⟨10.23919/EUSIPCO.2017.8081376⟩
Conference papers hal-01692642v1
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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
Conference papers 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⟩
Conference papers hal-01816119v1
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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
Conference papers hal-02486099v1
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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⟩
Conference papers hal-01816123v1
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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⟩
Conference papers hal-01634293v1

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
Conference papers 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⟩
Conference papers hal-01633446v1
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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⟩
Conference papers hal-01323380v1
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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⟩
Conference papers hal-01226381v1
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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
Conference papers hal-01325047v1
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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
Conference papers 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
Conference papers 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⟩
Conference papers hal-01377333v1
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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⟩
Conference papers 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⟩
Conference papers hal-01270119v1
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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⟩
Conference papers hal-01262625v1
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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, Cancun, Mexico. ⟨10.1109/CAMSAP.2015.7383763⟩
Conference papers hal-01325087v1
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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⟩
Conference papers hal-01325083v1
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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, Cancun, Mexico. pp.149 - 152, ⟨10.1109/CAMSAP.2015.7383758⟩
Conference papers hal-01262631v1
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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⟩
Conference papers hal-01024200v1
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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⟩
Conference papers hal-01084418v1

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⟩
Conference papers hal-01104184v1
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Robust anomaly detection in hyperspectral imaging

Joana Frontera-Pons , Miguel Angel Veganzones , Santiago Velasco-Forero , Frédéric Pascal , Jean-Philippe Ovarlez
IGARSS 2014 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. ⟨10.1109/IGARSS.2014.6947518⟩
Conference papers 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⟩
Conference papers hal-01084420v1

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⟩
Conference papers hal-01092916v1
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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⟩
Conference papers hal-01010392v1

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⟩
Conference papers 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⟩
Conference papers hal-01059726v1
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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
Conference papers hal-00871220v1
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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
Conference papers hal-00870567v1
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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
Conference papers hal-00871219v1

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⟩
Conference papers hal-00830302v1
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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
Conference papers 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
IGARSS 2013 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.2461-2464, ⟨10.1109/IGARSS.2013.6723319⟩
Conference papers hal-01010367v1

CFAR Clustering of Polarimetric SAR Data

Pierre Formont , Miguel Angel Veganzones , Joana Frontera-Pons , Frédéric Pascal , Jean-Philippe Ovarlez
SONDRA - 3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France
Conference papers 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
Conference papers 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
Conference papers hal-00935337v1
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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
Conference papers hal-00871205v1

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
Conference papers hal-00935366v1
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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⟩
Conference papers hal-00933556v1

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
Conference papers hal-00935510v1
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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⟩
Conference papers hal-00934285v1
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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
Conference papers 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
Conference papers hal-00871211v1

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
Conference papers hal-00935546v1

Matrices aléatoires en estimation robuste

Frédéric Pascal
In Journées "Image - Texture - Information" - Laboratoire IMS, Jul 2012, Bordeaux, France
Conference papers hal-00782159v1

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
Conference papers hal-00781743v1

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⟩
Conference papers hal-00780777v1

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
Conference papers hal-00781738v1

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⟩
Conference papers hal-00782178v1
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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⟩
Conference papers 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
IGARSS 2012 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.4166 - 4169, ⟨10.1109/IGARSS.2012.6350938⟩
Conference papers hal-00781727v1

Robust Estimation and Random Matrix Theory

Frédéric Pascal
In Department of Electrical and Computer Engineering, National University of Singapore, Sep 2012, Singapour, Singapore
Conference papers 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⟩
Conference papers hal-00780780v1

Reduced rank STAP techniques for MIMO

Frédéric Brigui , Chin Yuan Chong , Frédéric Pascal
2012 9th European Radar Conference (EURAD 2012), Oct 2012, Amsterdam, Netherlands
Conference papers hal-00782168v1

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⟩
Conference papers hal-00781682v1
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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
POLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Mar 2011, Frascati, Italy. 7 p
Conference papers hal-00640862v1
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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
Conference papers hal-00640866v1
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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⟩
Conference papers 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⟩
Conference papers 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
Conference papers hal-00640761v1

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⟩
Conference papers 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⟩
Conference papers hal-00659869v1

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
Conference papers hal-00659867v1
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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
Conference papers hal-00640864v1

Développement de Filtres STAP Tensoriels Appliqués à des Données Multidimensionnelles

Mélanie Boizard , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
GRETSI 2011, Sep 2011, Bordeaux, France
Conference papers hal-00659866v1
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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
Conference papers hal-00561143v1
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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⟩
Conference papers hal-00640872v1

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⟩
Conference papers hal-00555863v1

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
Conference papers hal-00557918v1

Improved segmentation in polarimetric SAR images

Jérémie Jakubowicz , Frédéric Pascal , Jean-Philippe Ovarlez
2nd SONDRA Workshop , May 2010, Cargèse, France
Conference papers hal-00557877v1

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
Conference papers hal-00555913v1

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
Conference papers hal-00557881v1
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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, Aachen, Germany
Conference papers hal-00491982v1

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
Conference papers hal-00556585v1
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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, Hawaii, United States. pp.4, ⟨10.1109/IGARSS.2010.5653522⟩
Conference papers hal-00520566v1

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
Conference papers hal-00555918v1
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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, Hawaii, United States. ⟨10.1109/IGARSS.2010.5651074⟩
Conference papers hal-00507077v1

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
ACSSC 2010 - 44th Annual Asilomar Conference on Signals Systems and Computers, Nov 2010, Pacific Grove, Californie, United States. 5 p., ⟨10.1109/ACSSC.2010.5757751⟩
Conference papers hal-00544148v1
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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
Conference papers hal-00488337v1

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
Conference papers hal-00556549v1

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, Hawaii, United States. pp.855-858, ⟨10.1109/IGARSS.2010.5654203⟩
Conference papers hal-00544150v1

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
Conference papers hal-00507074v1

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
Conference papers 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⟩
Conference papers hal-00447876v1

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⟩
Conference papers hal-00447895v1
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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⟩
Conference papers hal-02493508v1
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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
IGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.5-8, ⟨10.1109/IGARSS.2009.5418271⟩
Conference papers hal-00398923v1

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
Conference papers 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
Conference papers hal-00448508v1

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⟩
Conference papers hal-00353599v1
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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⟩
Conference papers 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
Conference papers 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⟩
Conference papers hal-00353608v1
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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
IGARSS 2008 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, MA, United States. ⟨10.1109/IGARSS.2008.4778796⟩
Conference papers hal-00353606v1

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⟩
Conference papers hal-00353600v1

Analyse de signaux STAP - Détection et Estimation

Frédéric Pascal , Jean-Philippe Ovarlez
Club STAP ONERA, Mar 2008, Palaiseau, France
Conference papers hal-00354200v1
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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
Conference papers hal-02495014v1
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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, Philadelphia, United States. pp.69-72, ⟨10.1109/ICASSP.2005.1415947⟩
Conference papers hal-02495012v1
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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
Conference papers hal-02495007v1
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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
Conference papers 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
Conference papers hal-02495009v1
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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
Conference papers hal-02495011v1

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
Conference papers hal-02827397v1

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
Book sections 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
Book sections 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⟩
Book sections hal-03519630v1

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⟩
Book sections hal-03519611v1

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⟩
Book sections 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⟩
Book sections 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 : ⟩
Theses tel-00128438v1