Arnaud Breloy

Curriculum Vitae

Journal papers

[J10] R. Ben Abdallah, A. Breloy, M. N. El Korso, and D. Lautru, "Bayesian Signal Subspace Estimation with Compound Gaussian Sources," Signal Processing Journal, Elsevier, 2020 (accepted).

[J9] G. Drašković, A. Breloy, and F. Pascal, "On the performance of robust plug-in detectors using M-estimators," in Signal Processing Journal, Elsevier, vol. 167, 2020 (early access).

[J8] G. Drašković, A. Breloy, and F. Pascal, "On the asymptotics of Maronna's robust PCA," IEEE Transactions on Signal Processing, vol. 67, no. 19, pp. 4964-4975, 2019.

[J7] B. Mériaux, C. Ren, M. N. El Korso, A. Breloy and P. Forster, "Robust estimation of structured scatter matrices in (mis)matched models," in Signal Processing Journal, Elsevier, vol. 165, pp. 163-174, 2019.

[J6] R. Ben Abdallah, A. Mian, A. Breloy, A. Taylor, M. N. El Korso, and D. Lautru, "Detection Methods Based on Structured Covariance Matrices for Multivariate SAR Images Processing," in IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 7, pp. 1160-1164, 2019.

[J5] B. Mériaux, C. Ren, M. N. El Korso, A. Breloy, and P. Forster, "Asymptotic Performance of Complex M-Estimators for Multivariate Location and Scatter Estimation, " in IEEE Signal Processing Letters, vol. 26, no. 2, pp. 367-371, 2019.

[J4] A. Breloy, G. Ginolhac, A. Renaux, and F. Bouchard, "Intrinsic Cramér-Rao Bounds for Scatter and Shape Matrices Estimation in CES Distributions," in IEEE Signal Processing Letters, vol. 26, no. 2, pp. 262-266, 2019.

[J3] A. Breloy, G. Ginolhac, F. Pascal, and P. Forster, "Robust Covariance Matrix estimation in Low-Rank Heterogeneous Context," IEEE Transactions on Signal Processing, vol. 64, no. 22, pp. 5794-5806, 2016.

[J2] Y. Sun, A. Breloy, P. Babu, D. P. Palomar, F. Pascal, and G. Ginolhac, "Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems," IEEE Transactions on Signal Processing, vol. 64, no. 8, pp. 1986-1998, 2016.

[J1] A. Breloy, G. Ginolhac, F. Pascal, and P. Forster, "Clutter Subspace Estimation in Low Rank Heterogeneous Noise Context," in IEEE Transactions on Signal Processing, vol. 63, no. 9, pp. 2173-2182, 2015.

 

Conference papers

[C21] B. Mériaux, C. Ren, A. Breloy, M. N. El Korso, and P. Forster, "Modified Sparse Subspace Clustering for Radar Detection in Non-Stationary Clutter," CAMSAP 2019.

[C20] A. Breloy, E. Ollila, and F. Pascal, " Spectral Shrinkage of Tyler’s M-Estimator of Covariance Matrix," CAMSAP 2019.

[C19] R. Ben Abdallah, A. Breloy, M. N. El Korso and D. Lautru, "Bayesian Robust Signal Subspace Estimation in Non-Gaussian Environment," EUSIPCO 2019.

[C18] R. Ben Abdallah, A. Breloy, A. Taylor, M. N. El Korso, and D. Lautru, "Signal Subspace Change Detection in Structured Covariance Matrices," EUSIPCO 2019.

[C17] B. Mériaux, C. Ren, A. Breloy, M. N. El Korso, P. Forster, and J.-P. Ovarlez, "On the Recursions of Robust COMET Algorithm for Convexly Structured Shape Matrix," EUSIPCO 2019.

[C16] A. Mian, A. Breloy, G. Ginolhac, and J-P. Ovarlez, " Robust Low-rank Change Detection for SAR Image Time Series," IGARSS 2019.

[C15] A. Breloy, M. N. El Korso, A. Panahi, and H. Krim, "Robust Subspace Clustering for Radar Detection", EUSIPCO 2018.

[C14] B. Mériaux, C. Ren, M.N. El Korso, A. Breloy, and P. Forster, "Efficient Estimation of Scatter Matrix with Convex Structure under t-distribution," ICASSP 2018.

[C13] B. Meriaux, C. Ren, M. N. El Korso, A. Breloy, and P. Forster, "Robust-COMET for Covariance Estimation in Convex Structures: Algorithm and Statistical Properties," CAMSAP 2017.

[C12] Q. Hoarau, A. Breloy, G. Ginolhac, A.M. Atto, and J.M. Nicolas, "A subspace approach for shrinkage parameter selection in undersampled con_guration for regularized Tyler estimators," ICASSP 2017.

[C11] G. Draskovic, F. Pascal, A. Breloy, and J-Y. Tourneret, "New asymptotic properties for the Robust ANMF," ICASSP 2017.

[C10] R. Ben Abdallah, A. Breloy, M. N. El Korso, D. Lautru, and H. Ousslimani, "Minimum Mean Square Distance Estimation of Subspaces in presence of Gaussian sources with application to STAP detection," NCMIP 2017.

[C9] T. Bao, A. Breloy, M.N. El Korso, K. Abed-Meraim, and H.H. Ouslimani, "Performance analysis of direction-of-arrival and polarization estimation using a non-uniform linear COLD array," Seminar on Detection Systems: Architectures and Technologies 2017.

[C8] A. Breloy, Y. Sun, P. Babu, G. Ginolhac, and D.P. Palomar, "Robust Rank Constrained Kronecker Covariance Matrix Estimation," Asilomar Conf. 2016.

[C7] A. Breloy, Y. Sun, P. Babu, and D.P. Palomar, "Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems," EUSIPCO, 2016.

[C6] A. Breloy, Y. Sun, P. Babu, D.P. Palomar, F. Pascal, and G. Ginolhac, "A robust signal subspace estimator," SSP 2016.

[C5] J-P. Ovarlez, F. Pascal, and A. Breloy, "Asymptotic Detection Performance Analysis of the Robust Adaptive Normalized Matched Filter," CAMSAP 2015.

[C4] A. Breloy, G. Ginolhac, F. Pascal, and P. Forster, "Robust estimation of the clutter subspace for a low rank heterogeneous noise under high clutter to noise ratio assumption," ICASSP 2014.

[C3] A. Breloy, G. Ginolhac, F. Pascal, and P. Forster, "CFAR property and robustness of the low rank adaptive normalized matched filters detectors in low rank compound Gaussian context," SAM 2014.

[C2] A. Breloy, L. Le Magoarou, G. Ginolhac, F. Pascal, and P. Forster, "Numerical performances of low rank STAP based on different heterogeneous clutter subspace estimators," International RADAR Conf. 2014.

[C1] A. Breloy, L. Le Magoarou, G. Ginolhac, F. Pascal and P. Forster, "Maximum likelihood estimation of clutter subspace in non-homogeneous noise context," EUSIPCO 2013.

 

Conference papers (in French)

[F13] R. Ben Abdallah, A. Breloy, M. N. El Korso et D. Lautru, "Détection de changement de sous-espace signal dans des matrices de covariance structurées", GRETSI 2019.

[F12] F. Bouchard, A. Breloy, A. Renaux et G. Ginolhac, " Bornes de Cramér-Rao Intrinsèques pour l’estimation de la matrice de dispersion normalisée dans les distributions elliptiques", GRETSI 2019.

[F11] G. Drašković, A. Breloy et Frédéric Pascal, "Caractérisations asymptotiques pour les composantes principales des M-estimateurs", GRETSI 2019.

[F10] B. Mériaux, C. Ren, M.N. El Korso, A. Breloy et P. Forster, "Estimation robuste de matrices de dispersion structurées pour des modèles bien/mal spécifiés", GRETSI 2019.

[F9] B. Mériaux, C. Ren, A. Breloy, M.N. El Korso, P. Forster et J.-P. Ovarlez, "Une version récursive de RCOMET pour l’estimation robuste de matrices de forme à structure convexe", GRETSI 2019.

[F8] A. Mian, A. Breloy, G. Ginolhac et J-P. Ovarlez, "Détection de Changement Robuste en Rang Faible pour les Séries Temporelles d'Images SAR", GRETSI 2019.

[F7] R. Ben Abdallah, A. Breloy, M. N. El Korso, D. Lautru et H. Ouslimani, "Estimation de sous-espaces en présence de sources gaussiennes avec application à la détection STAP", GRETSI 2017.

[F6] A. Breloy, A. Renaux, G. Ginolhac et F. Bouchard, "Borne de Cramér-Rao intrinsèque pour la matrice de covariance des distributions elliptiques complexes", GRETSI 2017.

[F5] G. Drašković, F. Pascal, A. Breloy et J-Y. Tourneret, "Nouvelles propriétés asymptotiques de détecteurs robustes", GRETSI 2017.

[F4] Q. Hoarau, A. Breloy, G. Ginolhac, A. Atto et J-M. Nicolas, "Estimateur de Tyler régularisé dans le cas sous-déterminé. Application à la détection d'objets enfouis", GRETSI 2017.

[F3] A. Taylor, A. Breloy et M. N. El-Korso, "Détection d'anomalie de composantes principales pour des cibles mobiles étendues en SAR", GRETSI 2017.

[F2] A. Breloy, G. Ginolhac, F. Pascal et P. Forster, "Estimation Robuste de la Matrice de Covariance en contexte Hétérogène Rang Faible", GRETSI 2015.

[F1] A. Breloy, L. Le Magoarou, G. Ginolhac, F. Pascal et P. Forster, "Estimation par maximum de vraisemblance du sous-espace clutter dans un bruit hétérogène rang faible avec application au STAP", GRETSI 2013.

Mis à jour le 23 novembre 2019