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175

Frederic PASCAL


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

 


Journal articles46 documents

  • Emmanuelle Jay, Thibault Soler, Eugénie Terreaux, Jean-Philippe Ovarlez, Frédéric Pascal, et al.. Improving portfolios global performance using a cleaned and robust covariance matrix estimate. Soft Computing, Springer Verlag, 2020, ⟨10.1007/s00500-020-04840-9⟩. ⟨hal-02508748⟩
  • Gordana Drašković, Arnaud Breloy, Frédéric Pascal. On the performance of robust plug-in detectors using M-estimators. Signal Processing, Elsevier, 2020, 167, pp.107282. ⟨10.1016/j.sigpro.2019.107282⟩. ⟨hal-02399618⟩
  • Stefano Fortunati, Alexandre Renaux, Frédéric Pascal. Robust Semiparametric Efficient Estimators in Complex Elliptically Symmetric Distributions. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2020, 68, pp.5003-5015. ⟨10.1109/TSP.2020.3019110⟩. ⟨hal-02976900⟩
  • Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac, Marc Lesturgie. Theoretical Performance of Low Rank Adaptive Filters in the Large Dimensional Regime. IEEE Transactions on Aerospace and Electronic Systems, Institute of Electrical and Electronics Engineers, 2019, 27 (6), pp.3347 - 3364. ⟨10.1109/TAES.2019.2906418⟩. ⟨hal-02083430⟩
  • Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac. Performance of the Low-Rank Adaptive Normalized Matched Filter Test Under a Large Dimension Regime. IEEE Transactions on Aerospace and Electronic Systems, Institute of Electrical and Electronics Engineers, 2019, 55 (1), pp.459-468. ⟨10.1109/TAES.2018.2847911⟩. ⟨hal-01825231⟩
  • Gordana Draskovic, Arnaud Breloy, Frédéric Pascal. On the Asymptotics of Maronna's Robust PCA. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2019, 67 (19), pp.4964-4975. ⟨10.1109/TSP.2019.2932877⟩. ⟨hal-02399630⟩
  • Gordana Draskovic, Frédéric Pascal, Florence Tupin. $M$ -NL: Robust NL-Means Approach for PolSAR Images Denoising. IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2019, 16 (6), pp.997-1001. ⟨10.1109/LGRS.2018.2889275⟩. ⟨hal-02186186⟩
  • Abla Kammoun, Romain Couillet, Frédéric Pascal, Mohamed-Slim Alouini. Optimal Design of the Adaptive Normalized Matched Filter Detector. IEEE Transactions on Aerospace and Electronic Systems, Institute of Electrical and Electronics Engineers, 2018, 54 (2), pp.755-769. ⟨10.1109/taes.2017.2766538⟩. ⟨hal-01242462⟩
  • Frédéric Brigui, Maxime Boizard, Guillaume Ginolhac, Fréderic Pascal. New Low-Rank Filters for MIMO-STAP based on an Orthogonal Tensorial Decomposition. IEEE Transactions on Aerospace and Electronic Systems, Institute of Electrical and Electronics Engineers, 2018, 54 (3), pp.1208-1220. ⟨10.1109/TAES.2017.2776679⟩. ⟨hal-01789076⟩
  • Gordana Draskovic, Frédéric Pascal. New insights into the statistical properties of M-estimators. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2018, 66 (16), pp.4253-4263. ⟨10.1109/TSP.2018.2841892⟩. ⟨hal-01816084⟩
  • Joana Frontera-Pons, Jean-Philippe Ovarlez, Frederic Pascal. Robust ANMF Detection in Noncentered Impulsive Background. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2017, 24 (12), pp.1891 - 1895. ⟨10.1109/LSP.2017.2763784⟩. ⟨hal-01692403⟩
  • François Vincent, Frédéric Pascal, Olivier Besson. A bias-compensated MUSIC for small number of samples. Signal Processing, Elsevier, 2017, 138, pp.117-120. ⟨10.1016/j.sigpro.2017.03.015⟩. ⟨hal-02486066⟩
  • Joana Frontera-Pons, Frédéric Pascal, Jean-Philippe Ovarlez. Adaptive non zero-mean Gaussian detection. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2017, 55 (2), pp.1117 - 1124. ⟨10.1109/TGRS.2016.2619862⟩. ⟨hal-01407449⟩
  • Romain Couillet, Abla Kammoun, Frédéric Pascal. Second order statistics of robust estimators of scatter. Application to GLRT detection for elliptical signals. Journal of Multivariate Analysis, Elsevier, 2016, 143, pp.249-274. ⟨10.1016/j.jmva.2015.08.021⟩. ⟨hal-01262635⟩
  • Joana Frontera-Pons, Miguel Angel Veganzones, Frédéric Pascal, Jean-Philippe Ovarlez. Hyperspectral anomaly detectors using robust estimators. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, 2016, 9 (2), pp.720-731. ⟨10.1109/JSTARS.2015.2453014⟩. ⟨hal-01377668⟩
  • Frédéric Pascal, Abla Kammoun. Théorie des matrices aléatoires robustes et applications à la détection radar 1. Traitement du Signal, Lavoisier, 2016, Théorie des Matrices Aléatoires et Applications, 33 (2-3), pp.321-349. ⟨10.3166/ts.33.321-349⟩. ⟨hal-01378253⟩
  • Jorge Prendes, Marie Chabert, Frédéric Pascal, Alain Giros, Jean-Yves Tourneret. A Bayesian Nonparametric Model Coupled with a Markov Random Field for Change Detection in Heterogeneous Remote Sensing Images. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2016, vol. 9 (n° 4), pp. 1889-1921. ⟨10.1137/15M1047908⟩. ⟨hal-01416149⟩
  • Abla Kammoun, Romain Couillet, Frédéric Pascal, Mohamed-Slim Alouini. Convergence and Fluctuations of Regularized Tyler Estimators. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2016, 64 (4), pp.1048-1060. ⟨10.1109/tsp.2015.2494858⟩. ⟨hal-01377665⟩
  • Ying Sun, Arnaud Breloy, Babu Prabhu, Daniel Palomar, Frédéric Pascal, et al.. Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2016, 64 (8), pp.1986-1998. ⟨10.1109/TSP.2015.2512535⟩. ⟨hal-01377663⟩
  • Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster. Robust Covariance Matrix Estimation in Heterogeneous Low Rank Context. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2016, 64 (22), pp.5794-5806. ⟨10.1109/TSP.2016.2599494⟩. ⟨hal-01377662⟩
  • Yacine Chitour, Romain Couillet, Frédéric Pascal. On the Convergence of Maronna's M-Estimators of Scatter. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2015, 22 (6), pp.709-712. ⟨10.1109/LSP.2014.2367547⟩. ⟨hal-01251753⟩
  • Jorge Prendes, Marie Chabert, Frédéric Pascal, Alain Giros, Jean-Yves Tourneret. A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2015, 24 (3), pp.799-812. ⟨10.1109/TIP.2014.2387013⟩. ⟨hal-01127988⟩
  • Romain Couillet, Frédéric Pascal, Jack W. Silverstein. The random matrix regime of Maronna’s M-estimator with elliptically distributed samples. Journal of Multivariate Analysis, Elsevier, 2015, 139, pp.56-78. ⟨10.1016/j.jmva.2015.02.020⟩. ⟨hal-01242488⟩
  • Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster. Clutter Subspace Estimation in Low Rank Heterogeneous Noise Context. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2015, 63 (9), pp.2173-2182. ⟨10.1109/TSP.2015.2403284⟩. ⟨hal-01167526⟩
  • Jorge Prendes, Marie Chabert, Frédéric Pascal, Alain Giros, Jean-Yves Tourneret. Performance assessment of a recent change detection method for homogeneous and heterogeneous images. Revue Française de Photogrammétrie et de Télédétection, Société Française de Photogrammétrie et de Télédétection, 2015. ⟨hal-01251780⟩
  • Romain Couillet, Frédéric Pascal, Jack W. Silverstein. Robust Estimates of Covariance Matrices in Large Dimensional Regime. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2014, 60 (11), pp.7269 - 7278. ⟨10.1109/TIT.2014.2354045⟩. ⟨hal-01104000⟩
  • Maxime Boizard, Guillaume Ginolhac, Fréderic Pascal, Philippe Forster. Low-rank filter and detector for multidimensional data based on an alternative unfolding HOSVD: application to polarimetric STAP. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2014, 2014, pp.119. ⟨10.1137/070690730⟩. ⟨hal-01084597⟩
  • Guillaume Ginolhac, Philippe Forster, Frédéric Pascal, Jean-Philippe Ovarlez. Exploiting persymmetry for low-rank Space Time Adaptive Processing. Signal Processing, Elsevier, 2014, 97 (4), pp.242-251. ⟨10.1016/j.sigpro.2013.10.026⟩. ⟨hal-00926260⟩
  • Frédéric Pascal, Yacine Chitour, Yihui Quek. Generalized Robust Shrinkage Estimator and Its Application to STAP Detection Problem. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2014, 62 (21), pp.5640 - 5651. ⟨10.1109/TSP.2014.2355779⟩. ⟨hal-01104004⟩
  • Guillaume Ginolhac, Philippe Forster, Frédéric Pascal, Jean-Philippe Ovarlez. Performance of two Low-Rank STAP Filters in a Heterogeneous Noise. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2013, 61 (1), pp.57 - 61. ⟨10.1109/TSP.2012.2226162⟩. ⟨hal-00828338⟩
  • Frédéric Pascal, Lionel Bombrun, Jean-Yves Tourneret, Yannick Berthoumieu. Parameter Estimation For Multivariate Generalized Gaussian Distributions. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2013, 61 (23), pp.5960-5971. ⟨10.1109/TSP.2013.2282909⟩. ⟨hal-00879851⟩
  • Mélanie Mahot, Frédéric Pascal, Philippe Forster, Jean-Philippe Ovarlez. Asymptotic Properties of Robust Complex Covariance Matrix Estimates. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2013, 61 (13), page 3348 - 3356. ⟨10.1109/TSP.2013.2259823⟩. ⟨hal-01705126⟩
  • Guillaume Ginolhac, Philippe Forster, Frédéric Pascal, Jean-Philippe Ovarlez. Derivation of the bias of the normalized sample covariance matrix in a heterogeneous noise with application to low rank STAP filter. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2012, 60 (1), pp.514-518. ⟨10.1109/TSP.2011.2169063⟩. ⟨hal-00780733⟩
  • Gabriel Vasile, Frédéric Pascal, Jean-Philippe Ovarlez, Pierre Formont, Michel Gay. Optimal Parameter Estimation in Heterogeneous Clutter for High Resolution Polarimetric SAR Data. IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2011, 8 (6), pp.1046-1050. ⟨10.1109/LGRS.2011.2152363⟩. ⟨hal-00638825⟩
  • Pierre Formont, Frédéric Pascal, Gabriel Vasile, Jean-Philippe Ovarlez, Laurent Ferro-Famil. Statistical Classification for Heterogeneous Polarimetric SAR Images. IEEE Journal of Selected Topics in Signal Processing, IEEE, 2011, 5 (3), pp.567 - 576. ⟨10.1109/JSTSP.2010.2101579⟩. ⟨hal-00638829⟩
  • Jean-Philippe Ovarlez, Frédéric Pascal, Philippe Forster, Guillaume Ginolhac, Mélanie Mahot. Traitement STAP et Modélisation SIRV : Robustesse et Persymétrie. Traitement du Signal, Lavoisier, 2011, 28 (1-2), pp.113-142. ⟨10.3166/ts.28.113-142⟩. ⟨hal-00659845⟩
  • Guillaume Ginolhac, Philippe Forster, Jean-Philippe Ovarlez, Frédéric Pascal. STAP à Rand Réduit, Robuste et Persymétrique. Traitement du Signal, Lavoisier, 2011, 28 (1-2), pp.143-170. ⟨10.3166/ts.28.143-170⟩. ⟨hal-00659841⟩
  • Guilhem Pailloux, Philippe Forster, Jean-Philippe Ovarlez, Frédéric Pascal. Persymmetric Adaptive Radar Detectors. IEEE Transactions on Aerospace and Electronic Systems, Institute of Electrical and Electronics Engineers, 2011, 47 (4), pp.2376-2390. ⟨10.1109/TAES.2011.6034639⟩. ⟨hal-00659834⟩
  • Chin Yuan Chong, Frédéric Pascal, Jean-Philippe Ovarlez, Marc Lesturgie. MIMO Radar Detection in non-Gaussian and Heterogeneous Clutter. IEEE Journal of Selected Topics in Signal Processing, IEEE, 2010, 4 (1), pp.115-126. ⟨10.1109/JSTSP.2009.2038980⟩. ⟨hal-00555844⟩
  • Fréderic Pascal, Alexandre Renaux. Statistical analysis of the covariance matrix MLE in K-distributed clutter. Signal Processing, Elsevier, 2010, 90 (4), pp.1165-1175. ⟨10.1016/j.sigpro.2009.09.029⟩. ⟨hal-00556226⟩
  • Fréderic Pascal, Hugo Harari-Kermadec, Pascal Larzabal. The Empirical Likelihood method applied to covariance matrix estimation. Signal Processing, Elsevier, 2010, 90 (2), pp. 566-578. ⟨10.1016/j.sigpro.2009.07.028⟩. ⟨hal-00556225⟩
  • Gabriel Vasile, Jean-Philippe Ovarlez, Frédéric Pascal, Céline Tison. Coherency Matrix Estimation of Heterogeneous Clutter in High-Resolution Polarimetric SAR Images. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2010, 48 (4), pp.1809-1826. ⟨10.1109/TGRS.2009.2035496⟩. ⟨hal-00466647⟩
  • Yacine Chitour, Frédéric Pascal. Exact maximum likelihood estimates for sirv covariance matrix: Existence and algorithm analysis. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2008, 56 (10), pp.4563-4573. ⟨10.1109/TSP.2008.927464⟩. ⟨hal-00353594⟩
  • Frédéric Pascal, Philippe Forster, Jean-Philippe Ovarlez, Pascal Larzabal. Performance analysis of covariance matrix estimates in impulsive noise. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2008, 56 (6), pp.2206-2217. ⟨10.1109/TSP.2007.914311⟩. ⟨hal-00353591⟩
  • Frédéric Pascal, Y. Chitour, Jean-Philippe Ovarlez, Philippe Forster, Pascal Larzabal. Covariance Structure Maximum-Likelihood Estimates in Compound Gaussian Noise: Existence and Algorithm Analysis. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2008, 56 (1), pp.34-48. ⟨10.1109/TSP.2007.901652⟩. ⟨hal-01816367⟩
  • Sébastien Bausson, Frédéric Pascal, Philippe Forster, Jean-Philippe Ovarlez, Pascal Larzabal. First and Second Order Moments of the Normalized Sample Covariance Matrix of Spherically Invariant Random Vectors. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2006, 14 (6), pp.425-428. ⟨10.1109/LSP.2006.888400⟩. ⟨hal-02491536⟩

Conference papers121 documents

  • Stefano Fortunati, Alexandre Renaux, Frédéric Pascal. Properties of a new R-estimator of shape matrices. EUSIPCO 2020, Jan 2021, Amsterdam, Netherlands. ⟨hal-02976913⟩
  • Esa Ollila, Daniel Palomar, Frédéric Pascal. M-Estimators of Scatter with Eigenvalue Shrinkage. 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2020), May 2020, Barcelone, Spain. pp.5305-5309, ⟨10.1109/ICASSP40776.2020.9054555⟩. ⟨hal-02591476⟩
  • Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal. RIEMANNIAN FRAMEWORK FOR ROBUST COVARIANCE MATRIX ESTIMATION IN SPIKED MODELS. IEEE ICASSP 2020, May 2020, Barcelona, Spain. ⟨hal-02571084⟩
  • Stefano Fortunati, Alexandre Renaux, Frédéric Pascal. ROBUST SEMIPARAMETRIC JOINT ESTIMATORS OF LOCATION AND SCATTER IN ELLIPTICAL DISTRIBUTIONS. 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP), Sep 2020, Espoo, Finland. pp.1-6, ⟨10.1109/MLSP49062.2020.9231865⟩. ⟨hal-02976889⟩
  • Stefano Fortunati, Alexandre Renaux, Frédéric Pascal. Robust Semiparametric DOA Estimation in non-Gaussian Environment. IEEE RadarConf 20, 2020, Florence, Italy. ⟨hal-02976918⟩
  • Pascal Vallet, Guillaume Ginolhac, Frederic Pascal, P Forster. PERFORMANCE ANALYSIS OF A LOW-RANK DETECTOR UNDER TRAINING DATA CONTAMINATION. IEEE CAMSAP 2019, IEEE, Dec 2019, Gosier, France. ⟨hal-02388669⟩
  • Violeta Roizman, Gordana Draskovic, Frédéric Pascal. A new clustering algorithm for PolSAR images segmentation. IEEE CAMSAP 2019 - IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2019, Guadeloupe, West Indies, France. ⟨hal-02485766⟩
  • Shahab Basiri, Esa Ollila, Gordana Draskovic, Frédéric Pascal. Fusing Eigenvalues. 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⟩. ⟨hal-02186196⟩
  • Pascal Vallet, Guillaume Ginolhac, Frederic Pascal, Philippe Forster. An Improved Low Rank Detector in the High Dimensional Regime. ICASSP 2019. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8683058⟩. ⟨hal-02152102⟩
  • Arnaud Breloy, Esa Ollila, Frédéric Pascal. Spectral Shrinkage of Tyler's M -Estimator of Covariance Matrix. IEEE CAMSAP 2019 - IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2019, Guadeloupe, West Indies, France. ⟨hal-02485823⟩
  • Gordana Draskovic, Arnaud Breloy, Frédéric Pascal. Caractérisations asymptotiques pour les composantes principales des M -estimateurs. Vingt-septième Colloque GRETSI 2019, Aug 2019, Lille, France. ⟨hal-02486933⟩
  • Eugénie Terreaux, Jean-Philippe Ovarlez, Frédéric Pascal. A Toeplitz-Tyler Estimation of the Model Order in Large Dimensional Regime. 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⟩. ⟨hal-02124624⟩
  • Gordana Draskovic, Frédéric Pascal. New insights into the statistical properties of M-estimators and application to signal detection. International Conference on Robust Statistics, Jul 2018, Leuven, Belgium. pp.22-23. ⟨hal-02186220⟩
  • Emmanuelle Jay, Eugénie Terreaux, Jean-Philippe Ovarlez, Frederic Pascal. Improving Portfolios Global Performance with Robust Covariance Matrix Estimation: Application to the Maximum Variety Portfolio. 26th European Signal Processing Conference (EUSIPCO), Sep 2018, Rome, Italy. ⟨10.23919/eusipco.2018.8553414⟩. ⟨hal-02124639⟩
  • Eugénie Terreaux, Jean-Philippe Ovarlez, Frédéric Pascal. Estimation de l'Ordre de Modèle pour un Bruit Elliptique Symétrique Complexe en Grande Dimension. 26eme Colloque GRETSI Traitement du Signal & des Images, GRETSI 2017, Sep 2017, Juan Les Pins, France. ⟨hal-01692623⟩
  • Tzvi Diskin, Gordana Draskovic, Frédéric Pascal, Ami Wiesel. Deep robust regression. 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2017, Curacao, France. ⟨10.1109/CAMSAP.2017.8313200⟩. ⟨hal-01816119⟩
  • Eugénie Terreaux, Jean-Philippe Ovarlez, Frédéric Pascal. New model order selection in large dimension regime for complex elliptically symmetric noise. 25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos Island, Greece. ⟨10.23919/EUSIPCO.2017.8081376⟩. ⟨hal-01692642⟩
  • Gordana Draskovic, Frédéric Pascal, Arnaud Breloy, Jean-Yves Tourneret. New asymptotic properties for the robust ANMF. The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States. ⟨10.1109/ICASSP.2017.7952793⟩. ⟨hal-01816123⟩
  • Gordana Draskovic, Frédéric Pascal, Arnaud Breloy, Jean-Yves Tourneret. Nouvelles propriétés asymptotiques de détecteurs robustes. Vingt-sixième Colloque GRETSI 2017, Sep 2017, Juan-les-Pins, France. ⟨hal-02486099⟩
  • Frédéric Pascal. Robust RMT for covariance matrix estimation and applications to signal processing. 9th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2016), Dec 2016, Sevilla, Spain. ⟨hal-01634291⟩
  • Abla Kammoun, Romain Couillet, Frédéric Pascal, Mohamed Slim-Alouini. Optimal Design of Adaptive Normalized Matched Filter For Large Antenna Arrays. 2016 IEEE Statistical Signal Processing Workshop (SSP), Jun 2016, Palma de Majorca, Spain. ⟨10.1109/ssp.2016.7551722⟩. ⟨hal-01633446⟩
  • Gordana Draskovic, Frédéric Pascal. New properties for Tyler’s covariance matrix estimator. 50th Asilomar Conference on Signals, Systems and Computers, Nov 2016, Pacific Grove, CA, United States. ⟨10.1109/acssc.2016.7869161⟩. ⟨hal-01634293⟩
  • A Breloy, Y Sun, P Babu, G Ginolhac, Daniel Palomar, et al.. A robust signal subspace estimator. 2016 IEEE Statistical Signal Processing Workshop (SSP), Jun 2016, Palma de Majorque, Spain. ⟨10.1109/ssp.2016.7551737⟩. ⟨hal-01323380⟩
  • Eugénie Terreaux, Jean-Philippe Ovarlez, Frédéric Pascal. Anomaly Detection and Estimation in Hyperspectral Imaging Using RMT Tools. IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. ⟨10.1109/CAMSAP.2015.7383763⟩. ⟨hal-01325087⟩
  • Abla Kammoun, Romain Couillet, Frédéric Pascal. Second order statistics of bilinear forms of robust scatter estimators. 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. ⟨10.1109/ICASSP.2015.7178604⟩. ⟨hal-01262625⟩
  • Romain Couillet, Abla Kammoun, Frédéric Pascal. Estimation robuste dans le régime des grandes matrices aléatoires. 25eme Colloque GRETSI 2015, Sep 2015, Lyon, France. ⟨hal-01325047⟩
  • Frédéric Pascal, Jean-Philippe Ovarlez. Asymptotic Properties of the Robust ANMF. 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. pp.2594-2598, ⟨10.1109/ICASSP.2015.7178440⟩. ⟨hal-01270119⟩
  • Frédéric Pascal, Jean-Philippe Ovarlez. Asymptotic detection performance of the robust ANMF. 23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp.524 - 528, ⟨10.1109/EUSIPCO.2015.7362438⟩. ⟨hal-01521934⟩
  • Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac, Marc Lesturgie. Filtres adaptatifs rang faible : analyse de performances en grandes dimensions. 25eme Colloque GRETSI 2015, Sep 2015, Lyon, France. pp.1-4. ⟨hal-01226413⟩
  • Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac, Marc Lesturgie. Asymptotic performance of the Low Rank Adaptive Normalized Matched Filter in a large dimensional regime. 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. pp.2599 - 2603, ⟨10.1109/ICASSP.2015.7178441⟩. ⟨hal-01226381⟩
  • Jorge Prendes, Marie Chabert, Frédéric Pascal, Alain Giros, Jean-Yves Tourneret. Change detection for optical and radar images using a Bayesian nonparametric model coupled with a Markov random field. 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. pp. 1513-1517, ⟨10.1109/ICASSP.2015.7178223⟩. ⟨hal-01377333⟩
  • Romain Couillet, Maria S Greco, Jean-Philippe Ovarlez, Frédéric Pascal. RMT for whitening space correlation and applications to radar detection. 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⟩. ⟨hal-01262631⟩
  • Jean-Philippe Ovarlez, Frédéric Pascal, Arnaud Breloy. Asymptotic Detection Performance Analysis of the Robust Adaptive Normalized Matched Filter. IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. ⟨10.1109/CAMSAP.2015.7383755⟩. ⟨hal-01325083⟩
  • Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster. Estimation Robuste de la Matrice de Covariance en contexte Hétérogène Rang Faible. 25eme Colloque GRETSI 2015, Sep 2015, Lyon, France. pp.1-4. ⟨hal-01226415⟩
  • Alice Combernoux, Frédéric Pascal, Marc Lesturgie, Guillaume Ginolhac. Performances of Low Rank Detectors Based on Random Matrix Theory with Application to STAP. 2014 International Radar Conference , Oct 2014, Lille, France. ⟨10.1109/RADAR.2014.7060457⟩. ⟨hal-01084420⟩
  • Romain Couillet, F. Pascal. Robust M-estimator of scatter for large elliptical samples. IEEE SSP'14, Jun 2014, Gold Coast, Australia. pp.1-4, ⟨10.1109/SSP.2014.6884560⟩. ⟨hal-01092916⟩
  • Joana Frontera-Pons, Miguel Angel Veganzones, Santiago Velasco-Forero, Frédéric Pascal, Jean-Philippe Ovarlez, et al.. Robust anomaly detection in hyperspectral imaging. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), Jul 2014, Québec, Canada. ⟨10.1109/IGARSS.2014.6947518⟩. ⟨hal-01010418⟩
  • Frédéric Pascal, Yacine Chitour. Shrinkage covariance matrix estimator applied to STAP detection. SSP 2014, IEEE, Jun 2014, Gold Coast, Australia. pp.324 - 327, ⟨10.1109/SSP.2014.6884641⟩. ⟨hal-01104073⟩
  • A Breloy, G Ginolhac, F Pascal, P Forster. Numerical performances of low rank stap based on different heterogeneous clutter subspace estimators. 2014 International Radar Conference , Oct 2014, Lille, France. ⟨10.1109/RADAR.2014.7060426⟩. ⟨hal-01084418⟩
  • Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean-Philippe Ovarlez, Jocelyn Chanussot. Binary partition trees-based robust adaptive hyperspectral RX anomaly detection. 21st IEEE International Conference on Image Processing (ICIP 2014), Oct 2014, Paris, France. pp.n/c, ⟨10.1109/ICIP.2014.7026028⟩. ⟨hal-01010392⟩
  • Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster. Robust estimation of the clutter subspace for a Low Rank heterogeneous noise under high Clutter to Noise Ratio assumption. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. pp.1-5, ⟨10.1109/ICASSP.2014.6853559⟩. ⟨hal-01024200⟩
  • Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster. CFAR property and robustness of the lowrank adaptive normalized matched filters detectors in low rank compound gaussian context. 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⟩. ⟨hal-01059726⟩
  • Jorge Prendes, Marie Chabert, Frederic Pascal, Alain Giros, Jean-Yves Tourneret. A multivariate statistical model for multiple images acquired by homogeneous or heterogeneous sensors. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6854628⟩. ⟨hal-01104184⟩
  • Frédéric Pascal. Robust covariance matrices estimation and applications to SAR and Hyper- spectral images processing. CIMI Image Processing Seminar, May 2013, Toulouse, France. ⟨hal-00935337⟩
  • Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac, Marc Lesturgie. Random matrix theory applied to low rank STAP detection. 3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France. ⟨hal-00935546⟩
  • Frédéric Pascal, Romain Couillet. Robust Estimates of covariance matrices in large dimensional regime and application to array processing. 3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France. ⟨hal-00935366⟩
  • Frédéric Pascal. Robust covariance matrices estimation and applications in signal processing. Journée du GDR ISIS "Estimation et traitement statistique en grande dimension", May 2013, Paris, France. ⟨hal-00935283⟩
  • Romain Couillet, Frédéric Pascal, Jack W. Silverstein. A Joint Robust Estimation and Random Matrix Framework with Application to Array Processing. 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), May 2013, Vancouver, Canada. 5 p., ⟨10.1109/ICASSP.2013.6638930⟩. ⟨hal-00830302⟩
  • Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac, Marc Lesturgie. Théorie des Matrices Aléatoires Appliquée à la Détection STAP Rang Faible. GRETSI 2013, Sep 2013, Brest, France. pp.1-4. ⟨hal-00871205⟩
  • Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac, Marc Lesturgie. Random matrix theory applied to low rank stap detection. 21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.1-5. ⟨hal-00871217⟩
  • Mohammed Nabil El Korso, Philippe Forster, Frédéric Pascal, Pascal Larzabal. Résolution limite dans un contexte de localisation active de sources. GRETSI 2013, Sep 2013, Brest, France. 4p. ⟨hal-00870567⟩
  • Pierre Formont, Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean-Philippe Ovarlez, et al.. CFAR Hierarchical Clustering of Polarimetric SAR Data. 2013 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2013), Jul 2013, Melbourne, Australia. pp.2461-2464, ⟨10.1109/IGARSS.2013.6723319⟩. ⟨hal-01010367⟩
  • Joana Frontera-Pons, Jean-Philippe Ovarlez, Frédéric Pascal. Detection Improvement using Robust Estimates for Hyperspectral Imaging. 3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France. ⟨hal-00935510⟩
  • Joana Frontera-Pons, Jean-Philippe Ovarlez, Frédéric Pascal, Jocelyn Chanussot. Performance Analysis of Robust Detectors for Hyperspectral Imaging. 2013 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2013), Jul 2013, Melbourne, Australia. pp.1-4, ⟨10.1109/IGARSS.2013.6721348⟩. ⟨hal-00934285⟩
  • Pierre Formont, Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean-Philippe Ovarlez, et al.. CFAR Clustering of Polarimetric SAR Data. 3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France. ⟨hal-00935540⟩
  • Maxime Boizard, Frédéric Brigui, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster, et al.. Multidimensional Low-Rank Filter based on the AU-HOSVD for MIMO STAP. 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⟩. ⟨hal-00933556⟩
  • Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster. Une nouvelle décomposition tensorielle orthogonale, l'Alternative Unfolding HOSVD. Application au STAP Polarimétrique. GRETSI 2013, Sep 2013, Brest, France. pp.1-4. ⟨hal-00871211⟩
  • Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Sébastian Miron, Philippe Forster. Numerical performance of a tensor music algorithm based on HOSVD for a mixture of polarized sources. 21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.CDROM. ⟨hal-00871220⟩
  • Arnaud Breloy, Luc Le Magoarou, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster. Estimation par Maximum de Vraisemblance du sous espace clutter dans un bruit hétérogène rang faible avec application au STAP. GRETSI 2013, Sep 2013, Brest, France. pp.1-4. ⟨hal-00871207⟩
  • Arnaud Breloy, Luc Le Magoarou, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster. MAXIMUM LIKELIHOOD ESTIMATION OF CLUTTER SUBSPACE IN NON HOMOGENEOUS NOISE CONTEXT. 21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.1-5. ⟨hal-00871219⟩
  • Frédéric Pascal. Matrices aléatoires en estimation robuste. In Journées "Image - Texture - Information" - Laboratoire IMS, Jul 2012, Bordeaux, France. ⟨hal-00782159⟩
  • Frédéric Brigui, Chin Yuan Chong, Frédéric Pascal. Reduced rank STAP techniques for MIMO. 2012 9th European Radar Conference (EURAD 2012), Oct 2012, Amsterdam, Netherlands. ⟨hal-00782168⟩
  • Frédéric Pascal. Robust Estimation and Random Matrix Theory. In Department of Electrical and Computer Engineering, National University of Singapore, Sep 2012, Singapour, Singapore. ⟨hal-00782156⟩
  • Lionel Bombrun, Frédéric Pascal, Jean-Yves Tourneret, Yannick Berthoumieu. Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions. IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2012, Kyoto, Japan. pp.3525 - 3528, ⟨10.1109/ICASSP.2012.6288677⟩. ⟨hal-00744600⟩
  • Joana Frontera-Pons, Mélanie Mahot, Jean-Philippe Ovarlez, Frédéric Pascal, Jocelyn Chanussot. Robust Detection using M- estimators for Hyperspectral Imaging. 2012 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2012) , Jun 2012, Shangai, China. ⟨10.1109/WHISPERS.2012.6874335⟩. ⟨hal-00780777⟩
  • Joana Frontera-Pons, Mélanie Mahot, Jean-Philippe Ovarlez, Frédéric Pascal, Sze Kim Pang, et al.. A class of Robust Estimates for Detection in Hyperspectral Images using Elliptical Distributions Backgroung. 2012 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2012), Jul 2012, Munich, Germany. pp.4166 - 4169, ⟨10.1109/IGARSS.2012.6350938⟩. ⟨hal-00781727⟩
  • Guillaume Ginolhac, Philippe Forster, Frédéric Pascal, Jean-Philippe Ovarlez. Exploiting Persymmetry for Low-Rank Space Time Adaptive Processing. 20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucharest, Romania. pp.81 - 85. ⟨hal-00781738⟩
  • Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster. A New Tool for Multidimensional Low-Rank STAP Filter: Cross HOSVDs. 20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucharest, Romania. pp.1324 - 1328. ⟨hal-00781743⟩
  • Mohammed Nabil El Korso, Frédéric Pascal, Marius Pesavento. On the resolvability of closely spaced targets using a colocated MIMO radar. 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⟩. ⟨hal-00782178⟩
  • Mélanie Mahot, Frédéric Pascal, Philippe Forster, Jean-Philippe Ovarlez. Robust ANMF test using Huber's M-estimator. IEEE SAM 2012, Jun 2012, Hoboken, United States. pp.373 - 376, ⟨10.1109/SAM.2012.6250514⟩. ⟨hal-00780780⟩
  • Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster. Low Rank Tensor STAP filter based on multilinear SVD. IEEE SAM 2012, Jun 2012, Hoboken, United States. pp.305 - 308, ⟨10.1109/SAM.2012.6250496⟩. ⟨hal-00781682⟩
  • Mélanie Mahot, Philippe Forster, Frédéric Pascal, Jean-Philippe Ovarlez. Robust Covariance Matrix Estimate with Attractive Asymptotic Properties. 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⟩. ⟨hal-00659869⟩
  • Chin Yuan Chong, Frédéric Pascal, Marc Lesturgie. Estimation Performance of Coherent MIMO-STAP using Cramér-Rao Bounds. 2011 IEEE RadarCon (RADAR 2011), May 2011, Kansas city, United States. pp.533-537, ⟨10.1109/RADAR.2011.5960594⟩. ⟨hal-00659860⟩
  • Jean-Philippe Ovarlez, Sze Kim Pang, Frédéric Pascal, Vincent Achard, T.K. Ng. Robust detection using SIRV background modelling for hyperspectral imaging. 2011 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011), Jul 2011, Vancouver, Canada. pp.4316-4319, ⟨10.1109/IGARSS.2011.6050186⟩. ⟨hal-00659865⟩
  • Pierre Formont, Jean-Philippe Ovarlez, Frédéric Pascal, Gabriel Vasile, Laurent Ferro-Famil. On the Extension of the Product Model in Polsar Processing for Unsupervised Classification Using Information Geometry of Covariance Matrices. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011), Jul 2011, Vancouver, Canada. pp.1361-1364, ⟨10.1109/IGARSS.2011.6049318⟩. ⟨hal-00640872⟩
  • Jean-Philippe Ovarlez, Pierre Formont, Frédéric Pascal, Gabriel Vasile, Laurent Ferro-Famil. Contribution of Information Geometry for Polarimetric SAR Classification in Heterogeneous Areas. 2011 12th International Radar Symposium (IRS 2011), Sep 2011, Leipzig, Germany. pp.669-674. ⟨hal-00640864⟩
  • Pierre Formont, Jean-Philippe Ovarlez, Frédéric Pascal, Gabriel Vasile, Laurent Ferro-Famil. H/α Unsupervised Classification for Highly Textured Polinsar Images using Information Geometry of Covariance Matrices. 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry (PolInsar 2011), Jan 2011, Frascati, Italy. 5 p. ⟨hal-00640761⟩
  • Gabriel Vasile, Frédéric Pascal, Jean-Philippe Ovarlez, Pierre Formont. Heterogeneous Clutter Model for High-Resolution Polarimetric SAR Data Processing. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011), Jul 2011, Vancouver, Canada. pp.3744-3747, ⟨10.1109/IGARSS.2011.6050039⟩. ⟨hal-00638874⟩
  • Pierre Formont, Frédéric Pascal, Jean-Philippe Ovarlez, Gabriel Vasile, Laurent Ferro-Famil. Apport de la géométrie de l'information pour la classification d'images SAR polarimétriques. XXIIIème colloque GRETSI (GRETSI 2011), Sep 2011, Bordeaux, France. 4 p. ⟨hal-00640866⟩
  • Gabriel Vasile, Frédéric Pascal, Jean-Philippe Ovarlez. Heterogeneous Clutter Model for High-Resolution Polarimetric SAR Data Parameter Estimation. 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry (PolInsar 2011), Jan 2011, Frascati, Italy. 6 p. ⟨hal-00561143⟩
  • Mélanie Mahot, Philippe Forster, Frédéric Pascal, Jean-Philippe Ovarlez. Propriétés asymptotiques d'un estimateur de matrice de covariance complexe robuste. GRETSI 2011, Sep 2011, Bordeaux, France. ⟨hal-00659867⟩
  • Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster. Développement de Filtres STAP Tensoriels Appliqués à des Données Multidimensionnelles. GRETSI 2011, Sep 2011, Bordeaux, France. ⟨hal-00659866⟩
  • Pierre Formont, Nicolas Trouvé, Jean-Philippe Ovarlez, Frédéric Pascal, Gabriel Vasile, et al.. PolSAR Classification based on the SIRV model with a region growing initialization. 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry (PolInsar 2011), Mar 2011, Frascati, Italy. 7 p. ⟨hal-00640862⟩
  • Jérémie Jakubowicz, Frédéric Pascal, Jean-Philippe Ovarlez. Improved segmentation in polarimetric SAR images. 2nd SONDRA Workshop , May 2010, Cargèse, France. ⟨hal-00557877⟩
  • Lionel Bombrun, Gabriel Vasile, Michel Gay, Frédéric Pascal, Jean-Philippe Ovarlez. KummerU clutter model for PolSAR data: Application to segmentation and classification. 2nd SONDRA Workshop, May 2010, Cargèse, France. pp.4. ⟨hal-00488337⟩
  • Gabriel Vasile, Jean-Philippe Ovarlez, Frédéric Pascal, Michel Gay, Guy d'Urso, et al.. Stable scatterers detection and tracking in heterogeneous clutter by repeat-pass SAR interferometry. 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers (ASILOMAR 2010), Nov 2010, Pacific Grove, Californie, United States. 5 p., ⟨10.1109/ACSSC.2010.5757751⟩. ⟨hal-00544148⟩
  • Pierre Formont, Jean-Philippe Ovarlez, Frédéric Pascal, Gabriel Vasile, Laurent Ferro-Famil. A New method for High Resolution Polarimetric SAR Data Classification Based on the M-Box Test. 8th European Conference on Synthetic Aperture Radar (EUSAR 2010), Jun 2010, Aachen, Germany. pp.n.c. ⟨hal-00507074⟩
  • Lionel Bombrun, Gabriel Vasile, Michel Gay, Jean-Philippe Ovarlez, Frédéric Pascal. Roll Invariant Target Detection based on PolSAR Clutter Models. 2010 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2010), Jul 2010, Honolulu, United States. pp.4, ⟨10.1109/IGARSS.2010.5653522⟩. ⟨hal-00520566⟩
  • Lionel Bombrun, Gabriel Vasile, Michel Gay, Jean-Philippe Ovarlez, Frédéric Pascal. A combined TSVM model and GLRT detector for a roll invariant target detection.. 8th European Conference on Synthetic Aperture Radar (EUSAR 2010), Jun 2010, Aachen, Germany. ⟨hal-00491982⟩
  • Pierre Formont, Jean-Philippe Ovarlez, Frédéric Pascal, Gabriel Vasile, Laurent Ferro-Famil. Polarimetric Classification in Highly Textured SAR Images. 2nd SONDRA Workshop, May 2010, Cargèse, France. ⟨hal-00556549⟩
  • Pierre Formont, Jean-Philippe Ovarlez, Frédéric Pascal, Gabriel Vasile, Laurent Ferro-Famil. A Test statistic for high resolution polarimetric SAR Data classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2010), Jul 2010, Honolulu, Hawaïï, United States. pp.n.c., ⟨10.1109/IGARSS.2010.5651074⟩. ⟨hal-00507077⟩
  • Pierre Formont, Frédéric Pascal, Gabriel Vasile, Jean-Philippe Ovarlez, Laurent Ferro-Famil. A statistical approach to polarimetric SAR data classifiaction. 2nd SONDRA Workshop, May 2010, Cargèse, France. ⟨hal-00557881⟩
  • Gabriel Vasile, Frédéric Pascal, Jean-Philippe Ovarlez, Steeve Zozor, Michel Gay. Optimal parameter estimation in heterogeneous clutter for high resolution polarimetric SAR data. 2010 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2010), Jul 2010, Honolulu, United States. pp.855-858, ⟨10.1109/IGARSS.2010.5654203⟩. ⟨hal-00544150⟩
  • Chin Yuan Chong, Frédéric Pascal, Jean-Philippe Ovarlez, Marc Lesturgie. Robust MIMO Radar Detection for Correlated Subarrays. 2010 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), Mar 2010, Dallas, United States. ⟨10.1109/ICASSP.2010.5496211⟩. ⟨hal-00555863⟩
  • Chin Yuan Chong, Frédéric Pascal, Jean-Philippe Ovarlez, Marc Lesturgie. Hybrid MIMO radar: configurations and application on STAP. 2nd SONDRA Workshop , May 2010, Cargèse, France. ⟨hal-00556585⟩
  • Chin Yuan Chong, Frédéric Pascal, Jean-Philippe Ovarlez, Marc Lesturgie. Properties of Robust MIMO Detector. 18th European Signal Processing Conference (EUSIPCO 2010), Aug 2010, Aalborg, Denmark. ⟨hal-00555918⟩
  • Jean-Philippe Ovarlez, Frédéric Pascal, Philippe Forster, Mélanie Mahot, G. Pailloux. A review of non-Gaussian detectors on different sets of experimental data. 2nd SONDRA Workshop , May 2010, Cargèse, France. ⟨hal-00557918⟩
  • Mélanie Mahot, Philippe Forster, Jean-Philippe Ovarlez, Frédéric Pascal. Robustness Analysis of Covariance Matrix Estimates. 18th European Signal Processing Conference (EUSIPCO 2010), Aug 2010, Aalborg, Denmark. ⟨hal-00555913⟩
  • Frédéric Pascal, Jean-Pierre Barbot, Hugo Harari-Kermadec, R. Suyama, Pascal Larzabal. An empirical likelihood method for data aided channel identification in unknown noise field. 16th European Signal Processing Conference (EUSIPCO 2008), Aug 2009, Lausanne, Switzerland. pp.CD-ROM Proceedings. ⟨hal-00353605⟩
  • Chin Yuan Chong, Frédéric Pascal, Jean-Philippe Ovarlez, Marc Lesturgie. Adaptive MIMO radar detection in non-Gaussian and heterogeneous clutter considering fluctuating targets. 2009 IEEE/SP 15th Workshop on Statistical Signal Processing , Aug 2009, Cardiff, United Kingdom. 4 p. on CD-ROM, ⟨10.1109/SSP.2009.5278651⟩. ⟨hal-00447876⟩
  • Chin Yuan Chong, Frédéric Pascal, Marc Lesturgie. MIMO radar detection under non-Gaussian clutter. Comparison of various detection schemes for STAP radar based on experimental data, Oct 2009, Bordeaux, France. ⟨hal-00447879⟩
  • Gabriel Vasile, Jean-Philippe Ovarlez, Frédéric Pascal. Estimation and segmentation in non-Gaussian POLSAR clutter by SIRV stochastic processes. 2009 IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Cape Town, South Africa. pp.III-963-III-966, ⟨10.1109/IGARSS.2009.5417935⟩. ⟨hal-02493508⟩
  • Lionel Bombrun, Jean-Marie Beaulieu, Gabriel Vasile, Jean-Philippe Ovarlez, Frédéric Pascal, et al.. Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter Models. IEEE International Geoscience And Remote Sensing Symposium 2009 (IGARSS 2009), Jul 2009, Le Cap, South Africa. pp.5-8, ⟨10.1109/IGARSS.2009.5418271⟩. ⟨hal-00398923⟩
  • G. Pailloux, Frédéric Pascal, Jean-Philippe Ovarlez, Philippe Forster. Comparison of various detection schemes for STAP radar based on experimental data. 2009 International Radar Conference "Surveillance for a Safer World" (RADAR 2009), Oct 2009, Bordeaux, France. ⟨hal-00447905⟩
  • Gabriel Vasile, Jean-Philippe Ovarlez, Frédéric Pascal. Estimation and segmentation in non-Gaussian POLSAR clutter by SIRV stochastic processes. IEEE International Geoscience And Remote Sensing Symposium 2009 (IGARSS 2009), Jul 2009, Le Cap, South Africa. ⟨10.1109/IGARSS.2009.5417935⟩. ⟨hal-00446355⟩
  • Gabriel Vasile, Jean-Philippe Ovarlez, Frédéric Pascal, Michel Gay. Estimation of the normalized coherency matrix through the SIRV model. Application to high resolution POLSAR data. 4th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry (PolInsar 2009), Jan 2009, Frascati, Italy. 8 p. ⟨hal-00448508⟩
  • Guillaume Ginolhac, Philippe Forster, Jean-Philippe Ovarlez, Frédéric Pascal. Spatio-temporal adaptive detector in non-homogeneous and low-rank clutter. 2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009), Apr 2009, Taipei, Taiwan. pp.non communiqué, ⟨10.1109/ICASSP.2009.4960016⟩. ⟨hal-00447895⟩
  • Frédéric Pascal, Jean-Philippe Ovarlez. Analyse de signaux STAP - Détection et Estimation. Club STAP ONERA, Mar 2008, Palaiseau, France. ⟨hal-00354200⟩
  • H. Harari-Kermadec, Frédéric Pascal. On the use of Empirical Likelihood for non-Gaussian clutter covariance matrix estimation. 2008 IEEE Radar Conference , May 2008, Rome, Italy. ⟨10.1109/RADAR.2008.4720953⟩. ⟨hal-00353599⟩
  • G. Pailloux, Jean-Philippe Ovarlez, Frédéric Pascal, Philippe Forster. A SIRV-CFAR Adaptive Detector Exploiting Persymmetric Clutter Covariance Structure. Club STAP ONERA, Sep 2008, Palaiseau, France. ⟨hal-00354203⟩
  • Gabriel Vasile, Jean-Philippe Ovarlez, Frédéric Pascal. Coherency matrix estimation for heterogeneous clutter through the SIRV model. Application to high resolution POLSAR images. 8th DLR-CNES Workshop Information Extraction and Scene Understanding for Meter Resolution Images, Oct 2008, Toulouse, France. ⟨hal-00354209⟩
  • G. Pailloux, Philippe Forster, Jean-Philippe Ovarlez, Frédéric Pascal. On Persymmetric Covariance Matrices in Adaptive Detection. 2008 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), Mar 2008, Las Vegas, United States. ⟨10.1109/ICASSP.2008.4518107⟩. ⟨hal-00353608⟩
  • Gabriel Vasile, Jean-Philippe Ovarlez, Frédéric Pascal, Céline Tison, Lionel Bombrun, et al.. Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis. 2008 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2008), Jul 2008, Boston, MA, United States. ⟨10.1109/IGARSS.2008.4778796⟩. ⟨hal-00353606⟩
  • G. Pailloux, Jean-Philippe Ovarlez, Frédéric Pascal, Philippe Forster. A sirv-cfar adaptive detector exploiting persymmetric clutter covariance structure. 2008 IEEE Radar Conference , May 2008, Rome, Italy. pp.CD-ROM Proceedings, ⟨10.1109/RADAR.2008.4720921⟩. ⟨hal-00353600⟩
  • Frédéric Pascal, Jean-Philippe Ovarlez, Philippe Forster, Pascal Larzabal. On a SIRV-CFAR detector with radar experimentations in impulsive noise. 14th European Signal Processing Conference (EUSIPCO 2006), Sep 2006, Florence, Italy. ⟨hal-02495014⟩
  • Frédéric Pascal, Philippe Forster, Jean-Philippe Ovarlez, Pascal Larzabal. Theoretical Analysis of an Improved Covariance Matrix Estimator in non-Gaussian Noise. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., Mar 2005, Philadelphia, France. pp.69-72, ⟨10.1109/ICASSP.2005.1415947⟩. ⟨hal-02495012⟩
  • Frédéric Pascal, Jean-Philippe Ovarlez, Philippe Forster, Pascal Larzabal. Propriété CFAR-Matrice du Détecteur BORD -Application Radar sur Signaux Expérimentaux non-Gaussiens. Vingt-cinquième Colloque GRETSI 2005, Sep 2005, Louvain-la-Neuve, Belgique. ⟨hal-02495007⟩
  • Jean-Philippe Ovarlez, Emmanuelle Jay, Frédéric Pascal. Bayesian Optimum Radar Detector Performances Against Ground Clutter Data. Proc. of the IEEE-RADAR-04,, Oct 2004, Toulouse, France. ⟨hal-02495010⟩
  • Frédéric Pascal, Jean-Philippe Ovarlez, Philippe Forster, Pascal Larzabal. Constant false alarm rate detection in Spherically Invariant Random Processes. 12th European Signal Processing Conference (EUSIPCO 2008), Sep 2004, Vienna, Austria. ⟨hal-02495011⟩
  • Frédéric Pascal, Jean-Philippe Ovarlez, Philippe Forster, Pascal Larzabal. Radar Detection in Compound-Gaussian Clutter. IEEE-RADAR-04, Oct 2004, Toulouse, France. ⟨hal-02495009⟩
  • I Turanu, D Marin, Fréderic Pascal, S Bouhet, Ip Oswald. Effect of Fumonisin B1 on pig lymphocytes and vaccinal immune response. Annual Meeting of the French Society for Immunology, 2003, Juan les Pins, France. pp.Inconnu. ⟨hal-02827397⟩

Book sections2 documents

  • Jean-Philippe Ovarlez, Frédéric Pascal, Philippe Forster. Covariance Matrix Estimation in SIRV and Elliptical Processes and Their Applications in Radar Detection. IET. Modern Radar Detection Theory, Scitech Publishing, pp.295-332, 2015, 978-1-61353-199-0. ⟨10.1049/SBRA509E_ch⟩. ⟨hal-01279530⟩
  • Pierre Formont, Jean-Philippe Ovarlez, Frédéric Pascal. On the use of Matrix Information Geometry for Polarimetric SAR Image Classification. Matrix Information Geometry, Springer Berlin Heidelberg, pp.257-276, 2013, ⟨10.1007/978-3-642-30232-9_10⟩. ⟨hal-02494996⟩

Other publications4 documents

  • Emmanuelle Jay, Thibault Soler, Eugénie Terreaux, Jean-Philippe Ovarlez, Frédéric Pascal, et al.. Improving portfolios global performance using a cleaned and robust covariance matrix estimate. 2019. ⟨halshs-02354596⟩
  • Maria S Greco, Frederic Pascal, Jean-Philippe Ovarlez. Recent advances in adaptive radar detection. 2014. ⟨hal-01104415⟩
  • Esa Ollila, Frederic Pascal, David E. Tyler. Complex elliptically symmetric distributions and their applications in signal processing. 2014. ⟨hal-01104422⟩
  • S. Lacour, Frédéric Pascal, T. Langle. Evaluation d'un dispositif économiseur de gasoil dans les agroéquipements. 2010, pp.5. ⟨hal-02594197⟩

Reports1 document

  • Michel Buret, C. Batisse, B. Fils-Lycaon, C. Chambon, Fréderic Pascal. Evolution de la structure de la paroi cellulaire au cours de la croissance, la maturation et la post-maturation de la cerise Bigarreau-Burlat. INRA-PACA--91-05-417, 1993. ⟨hal-02852206⟩

Theses1 document

  • Frédéric Pascal. Détection et Estimation en Environnement non Gaussien. Traitement du signal et de l'image [eess.SP]. Université de Nanterre - Paris X, 2006. Français. ⟨tel-00128438⟩