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Développement de Filtres STAP Tensoriels Appliqués à des Données Multidimensionnelles

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

Passive Bistatic Radar Imagery of Targets Modelled by NEC..

Franck Daout , Guillaume Ginolhac , Françoise Schmitt , M. Lesturgie
2004, Toulouse, France
Communication dans un congrès halshs-00158690v1
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A Robust Change Detector for Highly Heterogeneous Multivariate Images

Ammar Mian , Jean-Philippe Ovarlez , Guillaume Ginolhac , Abdourahmane M Atto
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Apr 2018, Calgary, Canada. ⟨10.1109/icassp.2018.8462253⟩
Communication dans un congrès hal-01840783v1

Random matrix theory applied to low rank STAP detection

Alice Combernoux , Frédéric Pascal , Guillaume Ginolhac , Marc Lesturgie
3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France
Communication dans un congrès hal-00935546v1

Back Projection Version of Subspace Detector SAR Processors

Rémi Durand , Guillaume Ginolhac , Laetitia Thirion-Lefevre , Philippe Forster
IEEE Transactions on Aerospace and Electronic Systems, 2011, 47 (2), pp.1489-1497. ⟨10.1109/TAES.2011.5751274⟩
Article dans une revue hal-00659486v1

New Polarimetric signal subspace detectors for SAR processors

Frédéric Brigui , Laetitia Thirion-Lefevre , Guillaume Ginolhac , Philippe Forster
2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009), Apr 2009, Taipei, Taiwan. pp.2189-2192, ⟨10.1109/ICASSP.2009.4960052⟩
Communication dans un congrès hal-00443022v1
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Robust Geometric Metric Learning

Antoine Collas , Arnaud Breloy , Guillaume Ginolhac , Chengfang Ren , Jean-Philippe Ovarlez
30th European Signal Processing Conference, EUSIPCO 2022, Aug 2022, Belgrade, Serbia
Communication dans un congrès hal-03931132v1
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Robust rank constrained kronecker covariance matrix estimation

Arnaud Breloy , Ying Sun , P Babu , Guillaume Ginolhac , Daniel P. Palomar
2016 50th Asilomar Conference on Signals, Systems and Computers, Nov 2016, Pacific Grove, United States. pp.810 - 814, ⟨10.1109/ACSSC.2016.7869159⟩
Communication dans un congrès hal-01503788v1
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ON THE USE OF GEODESIC TRIANGLES BETWEEN GAUSSIAN DISTRIBUTIONS FOR CLASSIFICATION PROBLEMS

Antoine Collas , Florent Bouchard , Guillaume Ginolhac , Arnaud Breloy , Chengfang Ren , et al.
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapour, Singapore. ⟨10.1109/ICASSP43922.2022.9747872⟩
Communication dans un congrès hal-03752879v1

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

Guillaume Ginolhac , Philippe Forster , Frédéric Pascal , Jean-Philippe Ovarlez
IEEE Transactions on Signal Processing, 2012, 60 (1), pp.514-518. ⟨10.1109/TSP.2011.2169063⟩
Article dans une revue hal-00780733v1
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Riemannian geometry for compound Gaussian distributions: Application to recursive change detection

Florent Bouchard , Ammar Mian , Jialun Zhou , Salem Said , Guillaume Ginolhac , et al.
Signal Processing, 2020, 176, pp.107716. ⟨10.1016/j.sigpro.2020.107716⟩
Article dans une revue hal-02972691v1
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Une nouvelle décomposition tensorielle orthogonale, l'Alternative Unfolding HOSVD. Application au STAP Polarimétrique

Mélanie Boizard , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
GRETSI 2013, Sep 2013, Brest, France. pp.1-4
Communication dans un congrès hal-00871211v1
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Multistatic and Multiple Frequency Imaging Resolution Analysis-Application to GPS-Based Multistatic Radar

Franck Daout , Françoise Schmitt , Guillaume Ginolhac , Philippe Fargette
IEEE Transactions on Aerospace and Electronic Systems, 2012, 48 (4), pp.3042 - 3057. ⟨10.1109/TAES.2012.6324676⟩
Article dans une revue hal-00828343v1
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PERFORMANCE ANALYSIS OF A LOW-RANK DETECTOR UNDER TRAINING DATA CONTAMINATION

Pascal Vallet , Guillaume Ginolhac , Frederic Pascal , P Forster
IEEE CAMSAP 2019, IEEE, Dec 2019, Gosier, France. ⟨10.1109/camsap45676.2019.9022512⟩
Communication dans un congrès hal-02388669v1
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Performance of the Low-Rank Adaptive Normalized Matched Filter Test Under a Large Dimension Regime

Alice Combernoux , Frédéric Pascal , Guillaume Ginolhac
IEEE Transactions on Aerospace and Electronic Systems, 2019, 55 (1), pp.459-468. ⟨10.1109/TAES.2018.2847911⟩
Article dans une revue hal-01825231v1
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Random matrix theory applied to low rank stap detection

Alice Combernoux , Frédéric Pascal , Guillaume Ginolhac , Marc Lesturgie
21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.1-5
Communication dans un congrès hal-00871217v1

Performances of subspace SAR processors for target detection and interference rejection

Frédéric Brigui , Guillaume Ginolhac , Laetitia Thirion-Lefèvre , Philippe Forster
2nd SONDRA Workshop , May 2010, Cargèse, France
Communication dans un congrès hal-00556988v1
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Designing Sar Images Change-point Estimation Strategies Using an Mse Lower Bound

Ammar Mian , Lucien Bacharach , Guillaume Ginolhac , Alexandre Renaux , Mohammed Nabil El Korso , et al.
2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), IEEE, May 2019, Brighton, United Kingdom. pp.5312-5316, ⟨10.1109/ICASSP.2019.8682875⟩
Communication dans un congrès hal-02152199v2
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Robust Covariance Matrix Estimation in Heterogeneous Low Rank Context

Arnaud Breloy , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
IEEE Transactions on Signal Processing, 2016, 64 (22), pp.5794-5806. ⟨10.1109/TSP.2016.2599494⟩
Article dans une revue hal-01377662v1
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On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed data

Florent Bouchard , Arnaud Breloy , Ammar Mian , Guillaume Ginolhac
The 29th European Signal Processing Conference (EUSIPCO 2021), Aug 2021, Dublin, Ireland. pp.856-859, ⟨10.23919/EUSIPCO54536.2021.9616101⟩
Communication dans un congrès hal-03521267v1
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Random Matrix Improved Covariance Estimation for a Large Class of Metrics

Malik Tiomoko , Florent Bouchard , Guillaume Ginolhac , Romain Couillet
ICML 2019 - 36th International Conference on Machine Learning, Jun 2019, Long Beach, United States
Communication dans un congrès hal-02152121v1
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Performances of Low Rank Detectors Based on Random Matrix Theory with Application to STAP

Alice Combernoux , Frédéric Pascal , Marc Lesturgie , Guillaume Ginolhac
2014 International Radar Conference , Oct 2014, Lille, France. ⟨10.1109/RADAR.2014.7060457⟩
Communication dans un congrès hal-01084420v1

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

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

Exploiting Persymmetry for Low-Rank Space Time Adaptive Processing

Guillaume Ginolhac , Philippe Forster , Frédéric Pascal , Jean-Philippe Ovarlez
20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucharest, Romania. pp.81 - 85
Communication dans un congrès hal-00781738v1
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Nouvel algorithme d'inversion robuste pour le RADAR GPR

Matthieu Gallet , Ammar Mian , Guillaume Ginolhac , Nickolas Stelzenmuller
GRETSI, XXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI, Sep 2022, Nancy, France
Communication dans un congrès hal-03726282v1

Imagerie d'objets mobiles à l'aide d'un radar bande étroite multistatique

Guillaume Ginolhac , Franck Daout , Françoise Schmitt
2005, Louvain, Belgique
Communication dans un congrès halshs-00158686v1

False alarm reduction for the buried mine detection..

Guillaume Ginolhac , P. Gounon , S. Ioan , A. Hetet
2003, Grenoble, France
Communication dans un congrès halshs-00158692v1

Processeurs SAR basés sur des détecteurs à sous-espaces

Frédéric Brigui , Laetitia Thirion-Lefevre , Guillaume Ginolhac , Philippe Forster
Journées scientifiques d'URSI-FRANCE. Propagation et Télédétection, Mar 2009, Paris, France
Communication dans un congrès hal-00443027v1
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Probabilistic PCA From Heteroscedastic Signals: Geometric Framework and Application to Clustering

Antoine Collas , Florent Bouchard , Arnaud Breloy , Guillaume Ginolhac , Chengfang Ren , et al.
IEEE Transactions on Signal Processing, 2021, 69, pp.6546-6560. ⟨10.1109/TSP.2021.3130997⟩
Article dans une revue hal-03521278v1

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

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