Arnaud Breloy

83
Documents

Publications

Publications

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Intrinsic Bayesian Cramér-Rao Bound with an Application to Covariance Matrix Estimation

Florent Bouchard , Alexandre Renaux , Guillaume Ginolhac , Arnaud Breloy
IEEE Transactions on Information Theory, In press, pp.1-1. ⟨10.1109/TIT.2024.3480280⟩
Article dans une revue hal-04770231 v1
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Through the Wall Radar Imaging via Kronecker-structured Huber-type RPCA

Hugo Brehier , Arnaud Breloy , Chengfang Ren , Guillaume Ginolhac
Signal Processing, 2024, 214, pp.109228. ⟨10.1016/j.sigpro.2023.109228⟩
Article dans une revue hal-04234394 v1
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Regularized maximum likelihood estimation for radio interferometric imaging in the presence of radiofrequency interefences

Yassine Mhiri , Mohammed Nabil El Korso , Arnaud Breloy , Pascal Larzabal
Signal Processing, 2024, 220, pp.109430. ⟨10.1016/j.sigpro.2024.109430⟩
Article dans une revue hal-04465053 v1

Robust Phase Linking in InSAR

Phan Viet Hoa Vu , Arnaud Breloy , Frédéric Brigui , Yajing Yan , Guillaume Ginolhac
IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-11. ⟨10.1109/TGRS.2023.3289338⟩
Article dans une revue hal-04161539 v1
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Riemannian Optimization for Non-Centered Mixture of Scaled Gaussian Distributions

Antoine Collas , Arnaud Breloy , Chengfang Ren , Guillaume Ginolhac , Jean-Philippe Ovarlez
IEEE Transactions on Signal Processing, 2023, 71, pp.2475-2490. ⟨10.1109/TSP.2023.3290354⟩
Article dans une revue hal-04171793 v1
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Robust low-rank covariance matrix estimation with a general pattern of missing values

A. Hippert-Ferrer , M.N. El Korso , Arnaud Breloy , Guillaume Ginolhac
Signal Processing, 2022, 195, pp.108460. ⟨10.1016/j.sigpro.2022.108460⟩
Article dans une revue hal-03761376 v1
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Multifrequency array calibration in presence of radio frequency interferences

Yassine Mhiri , Mohammed Nabil El Korso , Arnaud Breloy , Pascal Larzabal
Signal Processing, 2022, 199, pp.108613. ⟨10.1016/j.sigpro.2022.108613⟩
Article dans une revue hal-03953256 v1
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Regularized Tapered Sample Covariance Matrix

Esa Ollila , Arnaud Breloy
IEEE Transactions on Signal Processing, 2022, 70, pp.2306-2320. ⟨10.1109/TSP.2022.3169269⟩
Article dans une revue hal-04313499 v1
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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-03521278 v1
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A Riemannian Framework for Low-Rank Structured Elliptical Models

Florent Bouchard , Arnaud Breloy , Guillaume Ginolhac , Alexandre Renaux , Frédéric Pascal
IEEE Transactions on Signal Processing, 2021, 69, pp.1185-1199. ⟨10.1109/TSP.2021.3054237⟩
Article dans une revue hal-03273062 v1
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MIMO Filters based on Robust Rank-Constrained Kronecker Covariance Matrix Estimation

Arnaud Breloy , Guillaume Ginolhac , Yongchan Gao , Frédéric Pascal
Signal Processing, 2021, 187, pp.108-116. ⟨10.1016/j.sigpro.2021.108116⟩
Article dans une revue hal-03273066 v1
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Majorization-Minimization on the Stiefel Manifold With Application to Robust Sparse PCA

Arnaud Breloy , Sandeep Kumar , Ying Sun , Daniel Palomar
IEEE Transactions on Signal Processing, 2021, 69, pp.1507-1520. ⟨10.1109/TSP.2021.3058442⟩
Article dans une revue hal-04313479 v1
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Robust mean and covariance matrix estimation under heterogeneous mixed-effects model with missing values

Alexandre Hippert-Ferrer , Mohamed Nabil El Korso , Arnaud Breloy , Guillaume Ginolhac
Signal Processing, 2021, 188, pp.108195. ⟨10.1016/j.sigpro.2021.108195⟩
Article dans une revue hal-03273077 v1
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Matched and Mismatched Estimation of Kronecker Product of Linearly Structured Scatter Matrices under Elliptical Distributions

Bruno Meriaux , Chengfang Ren , Arnaud Breloy , Mohammed Nabil El Korso , Philippe Forster
IEEE Transactions on Signal Processing, 2021, 69, pp.603-616. ⟨10.1109/TSP.2020.3042946⟩
Article dans une revue hal-03039552 v1
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Robust Low-rank Change Detection for SAR Image Time Series

Ammar Mian , Antoine Collas , Arnaud Breloy , Guillaume Ginolhac , Jean-Philippe Ovarlez
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.3545-3556. ⟨10.1109/JSTARS.2020.2999615⟩
Article dans une revue hal-02345330 v2
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On the performance of robust plug-in detectors using M-estimators

Gordana Drašković , Arnaud Breloy , Frédéric Pascal
Signal Processing, 2020, 167, pp.107282. ⟨10.1016/j.sigpro.2019.107282⟩
Article dans une revue hal-02399618 v1
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On the Asymptotics of Maronna's Robust PCA

Gordana Draskovic , Arnaud Breloy , Frédéric Pascal
IEEE Transactions on Signal Processing, 2019, 67 (19), pp.4964-4975. ⟨10.1109/TSP.2019.2932877⟩
Article dans une revue hal-02399630 v1
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Intrinsic Cramér–Rao bounds for scatter and shape matrices estimation in CES distributions

Arnaud Breloy , Guillaume Ginolhac , Alexandre Renaux , Florent Bouchard
IEEE Signal Processing Letters, 2019, 26 (2), pp.262-266. ⟨10.1109/LSP.2018.2886700⟩
Article dans une revue hal-01975919 v1
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Asymptotic Performance of Complex M-estimators for Multivariate Location and Scatter Estimation

Bruno Meriaux , Chengfang Ren , Mohammed Nabil El Korso , Arnaud Breloy , Philippe Forster
IEEE Signal Processing Letters, 2019, 26 (2), pp.367-371. ⟨10.1109/lsp.2019.2891201⟩
Article dans une revue hal-01968961 v1
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Bayesian Signal Subspace Estimation with Compound Gaussian Sources

R. Ben Abdallah , Arnaud Breloy , M. N. El Korso , David Lautru
Signal Processing, 2019, 167, pp.107310. ⟨10.1016/j.sigpro.2019.107310⟩
Article dans une revue hal-02305119 v1

Detection Methods Based on Structured Covariance Matrices for Multivariate SAR Images Processing

Rayen Ben Abdallah , Ammar Mian , Arnaud Breloy , Abigaël Taylor , Mohammed Nabil El Korso et al.
IEEE Geoscience and Remote Sensing Letters, 2019, 16 (7), pp.1160-1164. ⟨10.1109/LGRS.2018.2890155⟩
Article dans une revue hal-02305115 v1
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Asymptotic Performance of Complex $M$ -Estimators for Multivariate Location and Scatter Estimation

Bruno Mériaux , Chengfang Ren , Mohammed Nabil El Korso , Arnaud Breloy , Philippe Forster
IEEE Signal Processing Letters, 2019, 26 (2), pp.367-371. ⟨10.1109/LSP.2019.2891201⟩
Article dans une revue hal-04472361 v1
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Robust estimation of structured scatter matrices in (mis)matched models

Bruno Mériaux , Chengfang Ren , Mohammed Nabil El Korso , Arnaud Breloy , Philippe Forster
Signal Processing, 2019, 165, pp.163-174. ⟨10.1016/j.sigpro.2019.06.030⟩
Article dans une revue hal-04472842 v2

Minimum Mean Square Distance Estimation of Subspaces in presence of Gaussian sources with application to STAP detection

R. Ben Abdallah , Arnaud Breloy , Mohammed Nabil El Korso , D. Lautru , Habiba Hafdallah Ouslimani
Journal of Physics: Conference Series, 2017, 904, pp.012010. ⟨10.1088/1742-6596/904/1/012010⟩
Article dans une revue hal-04422964 v1
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Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems

Ying Sun , Arnaud Breloy , Babu Prabhu , Daniel P. Palomar , Frédéric Pascal et al.
IEEE Transactions on Signal Processing, 2016, 64 (8), pp.1986-1998. ⟨10.1109/TSP.2015.2512535⟩
Article dans une revue hal-01377663 v1
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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-01377662 v1
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Clutter Subspace Estimation in Low Rank Heterogeneous Noise Context

Arnaud Breloy , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
IEEE Transactions on Signal Processing, 2015, 63 (9), pp.2173-2182. ⟨10.1109/TSP.2015.2403284⟩
Article dans une revue hal-01167526 v1
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Deep unrolling of Robust PCA and Convolutional Sparse Coding for stationary target localization in through wall radar imaging

Hugo Brehier , Arnaud Breloy , Chengfang Ren , Guillaume Ginolhac
EUSIPCO 2024, Aug 2024, Lyon, France
Communication dans un congrès hal-04707971 v1
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Robust Low-Rank Correlation Fitting

Thu Ha Phi , Alexandre Hippert-Ferrer , Florent Bouchard , Arnaud Breloy
International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024), Apr 2024, Séoul, South Korea. pp.9416-9420, ⟨10.1109/ICASSP48485.2024.10446634⟩
Communication dans un congrès hal-04642652 v1
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Through-The-Wall Radar Imaging With Wall Clutter Removal Via Riemannian Optimization On The Fixed-Rank Manifold

Hugo Brehier , Arnaud Breloy , Chengfang Ren , Guillaume Ginolhac
ICASSP 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. pp.8596-8600, ⟨10.1109/ICASSP48485.2024.10445908⟩
Communication dans un congrès hal-04517210 v1
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Leveraging Standardization in Graph Learning

Thu Ha Phi , Alexandre Hippert-Ferrer , Florent Bouchard , Arnaud Breloy
32nd European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. pp.2492-2496, ⟨10.23919/EUSIPCO63174.2024.10715401⟩
Communication dans un congrès hal-04952046 v1
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ROBUST AND GLOBALLY SPARSE PCA VIA MAJORIZATION-MINIMIZATION AND VARIABLE SPLITTING

Hugo Brehier , Arnaud Breloy , Mohammed Nabil El Korso , Sandeep Kumar
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes, Greece. ⟨10.1109/ICASSP49357.2023.10094882⟩
Communication dans un congrès hal-04399125 v1
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Atténuation robuste du fouillis mural en imagerie radar à travers murs par optimisation riemannienne

Hugo Brehier , Arnaud Breloy , Chengfang Ren , Guillaume Ginolhac
GRETSI, Aug 2023, Grenoble, France
Communication dans un congrès hal-04234453 v1
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Learning Graphical Factor Models with Riemannian Optimization

Alexandre Hippert-Ferrer , Florent Bouchard , Ammar Mian , Titouan Vayer , Arnaud Breloy
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2023), Sep 2023, Torino, Italy. ⟨10.1007/978-3-031-43421-1_21⟩
Communication dans un congrès hal-04249001 v1
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Imagerie radio-interférométrique robuste par dépliement neuronal

Yassine Mhiri , Mohammed Nabil EL KORSO , Arnaud Breloy , Pascal Larzabal
GRETSI 2023. XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Communication dans un congrès hal-04399108 v1

Covariance fitting based InSAR Phase Linking

Phan Viet Hoa VU , Arnaud Breloy , Frédéric Brigui , Yajing Yan , Guillaume Ginolhac
International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States
Communication dans un congrès hal-04219900 v1
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Entropic Wasserstein component analysis

Antoine Collas , Titouan Vayer , Rémi Flamary , Arnaud Breloy
IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Sep 2023, Rome, Italy
Communication dans un congrès hal-04022713 v1
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Optimisation Riemannienne pour l'apprentissage de graphes structurés

Alexandre Hippert-Ferrer , Florent Bouchard , Ammar Mian , Titouan Vayer , Arnaud Breloy
GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.585-588
Communication dans un congrès hal-04228029 v1
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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-03931132 v1
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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-03752879 v1
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Robust PCA for Through-the-Wall Radar Imaging

Hugo Brehier , Arnaud Breloy , Chengfang Ren , Israel Hinostroza , Guillaume Ginolhac
30th European Signal Processing Conference (EUSIPCO) 2022, EURASIP, Aug 2022, Belgrade, Serbia. pp.2246-2250, ⟨10.23919/EUSIPCO55093.2022.9909960⟩
Communication dans un congrès hal-04075584 v1
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A Robust EM Algorithm for Radio Interferometric Imaging in The Presence of Outliers

Yassine Mhiri , Mohammed Nabil El Korso , Arnaud Breloy , Pascal Larzabal
SiPS22-IEEE Workshop on Signal Processing Systems, Nov 2022, Rennes, France. pp.1-5, ⟨10.1109/SiPS55645.2022.9919255⟩
Communication dans un congrès hal-03823295 v1
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Nouvel Algorithme d'estimation de phases pour InSAR multi-temporelle basé sur le maximum de vraisemblance

Phan Viet Hoa Vu , Frédéric Brigui , Arnaud Breloy , Yajing Yan , Guillaume Ginolhac
GRETSI, XXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI, Sep 2022, Nancy, France
Communication dans un congrès hal-03778392 v1
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Apprentissage robuste de distance par géométrie riemannienne

Antoine Collas , Arnaud Breloy , Guillaume Ginolhac , Chengfang Ren , Jean-Philippe Ovarlez
GRETSI, XXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI, Sep 2022, Nancy, France
Communication dans un congrès hal-03778386 v1
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A New Phase Linking Algorithm for Multi-temporal InSAR based on the Maximum Likelihood Estimator

Phan Viet Hoa VU , Frédéric Brigui , Arnaud Breloy , Yajing Yan , Guillaume Ginolhac
IEEE International Geoscience and Remote Sensing Symposium ( IGARSS ) 2022, Jul 2022, Kuala Lumpur, Malaysia
Communication dans un congrès hal-03761316 v1
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Algorithme SAGE pour la calibration robuste de radio-interféromètres en présence d'interférences

Yassine Mhiri , Mohammed-Nabil El Korso , Arnaud Breloy , Pascal Larzabal
XXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI'22, Sep 2022, Nancy, France
Communication dans un congrès hal-03775526 v1
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Robust PCA pour l'imagerie Radar à travers les murs

Hugo Brehier , Arnaud Breloy , Chengfang Ren , Israel Hinostroza , Guillaume Ginolhac
GRETSI, XXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI, Sep 2022, Nancy, France
Communication dans un congrès hal-03778397 v1
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Expectation-Maximization Based Direction of Arrival Estimation Under a Mixture of Noise

Yassine Mhiri , Mohammed Nabil El Korso , Lucien Bacharach , Arnaud Breloy , Pascal Larzabal
EUSIPCO, Aug 2021, Dublin ( virtual ), Ireland. ⟨10.23919/EUSIPCO54536.2021.9615971⟩
Communication dans un congrès hal-03156738 v1
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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-03521267 v1
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A Riemannian approach to blind separation of t-distributed sources

Florent Bouchard , Arnaud Breloy , Guillaume Ginolhac , Alexandre Renaux
2020 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam, Netherlands. ⟨10.23919/eusipco47968.2020.9287783⟩
Communication dans un congrès hal-02988356 v1
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Riemannian framework for robust covariance matrix estimation in spiked models

Florent Bouchard , Arnaud Breloy , Guillaume Ginolhac , Frédéric Pascal
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.1109/icassp40776.2020.9054726⟩
Communication dans un congrès hal-02571084 v1
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Efficient Estimation of Kronecker Product of Linear Structured Scatter Matrices under t-distribution

Bruno Meriaux , Chengfang Ren , Arnaud Breloy , Mohammed Nabil El Korso , Philippe Forster
28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. pp.2418-2422, ⟨10.23919/eusipco47968.2020.9287415⟩
Communication dans un congrès hal-02873816 v1
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Riemannian geometry and Cramér-Rao bound for blind separation of Gaussian sources

Florent Bouchard , Arnaud Breloy , Alexandre Renaux , Guillaume Ginolhac
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.1109/icassp40776.2020.9052996⟩
Communication dans un congrès hal-02571093 v1
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Détection de Changement Robuste en Rang Faible pour les Séries Temporelles d'Images SAR

Ammar Mian , Arnaud Breloy , Guillaume Ginolhac , Jean-Philippe Ovarlez
GRETSI 2019, Aug 2019, Lille, France
Communication dans un congrès hal-02388708 v1
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Estimation robuste de matrices de dispersion structurées pour des modèles bien/mal spécifiés

Bruno Meriaux , Chengfang Ren , Mohammed Nabil El Korso , Arnaud Breloy , Philippe Forster
28eme Colloque francophone de traitement du signal et des images (GRETSI 2019), Aug 2019, Lille, France
Communication dans un congrès hal-02155887 v1
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On the Recursions of Robust COMET Algorithm for Convexly Structured Shape Matrix

Bruno Meriaux , Chengfang Ren , Arnaud Breloy , Mohammed Nabil El Korso , P Forster et al.
27th European Signal Processing Conference (EUSIPCO 2019), Sep 2019, La Corogne, Spain. ⟨10.23919/eusipco.2019.8903167⟩
Communication dans un congrès hal-02155905 v1
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Spectral Shrinkage of Tyler's M -Estimator of Covariance Matrix

Arnaud Breloy , Esa Ollila , Frédéric Pascal
8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2019), Dec 2019, Guadeloupe, West Indies, France. ⟨10.1109/camsap45676.2019.9022652⟩
Communication dans un congrès hal-02485823 v1
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Modified Sparse Subspace Clustering for Radar Detection in Non-stationary Clutter

Bruno Mériaux , Arnaud Breloy , Mohammed Nabil El Korso , Philippe Forster
2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2019, Le Gosier, France. pp.669-673, ⟨10.1109/CAMSAP45676.2019.9022511⟩
Communication dans un congrès hal-04472708 v3
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Caractérisations asymptotiques pour les composantes principales des M -estimateurs

Gordana Draskovic , Arnaud Breloy , Frédéric Pascal
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Communication dans un congrès hal-02486933 v1
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Une version récursive de RCOMET pour l'estimation robuste de matrices de forme à structure convexe

Bruno Meriaux , Chengfang Ren , Arnaud Breloy , Mohammed Nabil El Korso , P Forster et al.
28eme Colloque francophone de traitement du signal et des images (GRETSI 2019), Aug 2019, Lille, France
Communication dans un congrès hal-02155900 v1
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Bornes de Cramér-Rao Intrinsèques pour l'estimation de la matrice de dispersion normalisée dans les distributions elliptiques

Florent Bouchard , Arnaud Breloy , Alexandre Renaux , Guillaume Ginolhac
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Communication dans un congrès hal-02388701 v1
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Efficient Estimation of Scatter Matrix with Convex Structure under t-Distribution

Bruno Meriaux , Chengfang Ren , Mohammed Nabil El Korso , Arnaud Breloy , Philippe Forster
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. pp.4474-4478, ⟨10.1109/icassp.2018.8462449⟩
Communication dans un congrès hal-01784707 v1
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New asymptotic properties for the robust ANMF

Gordana Draskovic , Frédéric Pascal , Arnaud Breloy , Jean-Yves Tourneret
The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States. ⟨10.1109/ICASSP.2017.7952793⟩
Communication dans un congrès hal-01816123 v1
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Borne de Cramér-Rao intrinsèque pour la matrice de covariance des distributions elliptiques complexes

Arnaud Breloy , Alexandre Renaux , Guillaume Ginolhac , Florent Bouchard
GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès hal-01586939 v1
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Robust-COMET for Covariance Estimation in Convex Structures: Algorithm and Statistical Properties

Bruno Meriaux , Chengfang Ren , Mohammed Nabil El Korso , Arnaud Breloy , Philippe Forster
2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2017), Dec 2017, Curaçao, Netherlands. pp.1-5, ⟨10.1109/CAMSAP.2017.8313081⟩
Communication dans un congrès hal-01651772 v1
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Nouvelles propriétés asymptotiques de détecteurs robustes

Gordana Draskovic , Frédéric Pascal , Arnaud Breloy , Jean-Yves Tourneret
Vingt-sixième Colloque GRETSI 2017, Sep 2017, Juan-les-Pins, France
Communication dans un congrès hal-02486099 v1

Performance Analysis of DOA and Polarization Estimation Using a Non-uniform Linear COLD Array

T. Bao , Arnaud Breloy , Mohammed Nabil El Korso , Karim Abed-Meraim , Habiba Hafdallah Ouslimani
7th Seminar on Detection Systems, Architectures & Technologies, Feb 2017, Alger, Algeria
Communication dans un congrès hal-03342787 v1
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Estimateur de Tyler régularisé dans le cas sous-déterminé. Application à la détection d'objets enfouis

Quentin Hoarau , Arnaud Breloy , Guillaume Ginolhac , Abdourrahmane Atto , Jean-Marie Nicolas
GRETSI 2017, Sep 2017, Juan Les Pins, France
Communication dans un congrès hal-01617064 v1
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A subspace approach for shrinkage parameter selection in undersampled configuration for Regularised Tyler Estimators

Quentin Hoarau , Arnaud Breloy , Guillaume Ginolhac , Abdourrahmane Atto , Jean Marie Nicolas
ICASSP 2017, Sep 2017, New Orleans, United States. pp.3291 - 3295, ⟨10.1109/ICASSP.2017.7952765⟩
Communication dans un congrès hal-01617054 v1
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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-01503788 v1
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A robust signal subspace estimator

Arnaud Breloy , Y Sun , P Babu , G Ginolhac , Daniel P. Palomar et al.
2016 IEEE Statistical Signal Processing Workshop (SSP), Jun 2016, Palma de Majorque, Spain. ⟨10.1109/ssp.2016.7551737⟩
Communication dans un congrès hal-01323380 v1
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Estimation Robuste de la Matrice de Covariance en contexte Hétérogène Rang Faible

Arnaud Breloy , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
25eme Colloque francophone de traitement du signal et des images (GRETSI 2015), Sep 2015, Lyon, France. pp.1-4
Communication dans un congrès hal-01226415 v1
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Asymptotic Detection Performance Analysis of the Robust Adaptive Normalized Matched Filter

Jean-Philippe Ovarlez , Frédéric Pascal , Arnaud Breloy
IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancún, Mexico. ⟨10.1109/CAMSAP.2015.7383755⟩
Communication dans un congrès hal-01325083 v1
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CFAR property and robustness of the lowrank adaptive normalized matched filters detectors in low rank compound gaussian context

Arnaud Breloy , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM 2014) , Jun 2014, La Corogne, Spain. pp.301 - 304, ⟨10.1109/SAM.2014.6882401⟩
Communication dans un congrès hal-01059726 v1
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Numerical performances of low rank stap based on different heterogeneous clutter subspace estimators

Arnaud Breloy , G Ginolhac , F Pascal , P Forster
2014 International Radar Conference , Oct 2014, Lille, France. ⟨10.1109/RADAR.2014.7060426⟩
Communication dans un congrès hal-01084418 v1
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Robust estimation of the clutter subspace for a Low Rank heterogeneous noise under high Clutter to Noise Ratio assumption

Arnaud Breloy , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. pp.1-5, ⟨10.1109/ICASSP.2014.6853559⟩
Communication dans un congrès hal-01024200 v1
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Estimation par Maximum de Vraisemblance du sous espace clutter dans un bruit hétérogène rang faible avec application au STAP

Arnaud Breloy , Luc Le Magoarou , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
GRETSI 2013, Sep 2013, Brest, France. pp.1-4
Communication dans un congrès hal-00871207 v1
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MAXIMUM LIKELIHOOD ESTIMATION OF CLUTTER SUBSPACE IN NON HOMOGENEOUS NOISE CONTEXT

Arnaud Breloy , Luc Le Magoarou , Guillaume Ginolhac , Frédéric Pascal , Philippe Forster
21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.1-5
Communication dans un congrès hal-00871219 v1
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Algorithmes d’estimation et de détection en contexte hétérogène rang faible

Arnaud Breloy
Traitement du signal et de l'image [eess.SP]. Université Paris Saclay (COmUE), 2015. Français. ⟨NNT : 2015SACLN021⟩
Thèse tel-01244963 v2
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Some flavours of PCA

Arnaud Breloy
Signal and Image processing. Université Paris Nanterre, 2020
HDR tel-03135138 v1