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Arnaud Breloy
Arnaud Breloy
CNAM
Verified email at lecnam.net - Homepage
Title
Cited by
Cited by
Year
Low-complexity algorithms for low rank clutter parameters estimation in radar systems
Y Sun, A Breloy, P Babu, DP Palomar, F Pascal, G Ginolhac
IEEE Transactions on Signal Processing 64 (8), 1986-1998, 2015
552015
Intrinsic cramér–rao bounds for scatter and shape matrices estimation in ces distributions
A Breloy, G Ginolhac, A Renaux, F Bouchard
IEEE Signal Processing Letters 26 (2), 262-266, 2018
382018
Robust covariance matrix estimation in heterogeneous low rank context
A Breloy, G Ginolhac, F Pascal, P Forster
IEEE Transactions on Signal Processing 64 (22), 5794-5806, 2016
292016
Clutter subspace estimation in low rank heterogeneous noise context
A Breloy, G Ginolhac, F Pascal, P Forster
IEEE Transactions on Signal Processing 63 (9), 2173-2182, 2015
282015
Robust estimation of structured scatter matrices in (mis) matched models
B Meriaux, C Ren, MN El Korso, A Breloy, P Forster
Signal Processing 165, 163-174, 2019
272019
Robust low-rank covariance matrix estimation with a general pattern of missing values
A Hippert-Ferrer, MN El Korso, A Breloy, G Ginolhac
Signal Processing 195, 108460, 2022
232022
Majorization-minimization on the Stiefel manifold with application to robust sparse PCA
A Breloy, S Kumar, Y Sun, DP Palomar
IEEE Transactions on Signal Processing 69, 1507-1520, 2021
222021
Bayesian signal subspace estimation with compound Gaussian sources
RB Abdallah, A Breloy, MN El Korso, D Lautru
Signal Processing 167, 107310, 2020
192020
Detection methods based on structured covariance matrices for multivariate SAR images processing
RB Abdallah, A Mian, A Breloy, A Taylor, MN El Korso, D Lautru
IEEE Geoscience and Remote Sensing Letters 16 (7), 1160-1164, 2019
162019
Robust rank constrained kronecker covariance matrix estimation
A Breloy, Y Sun, P Babu, G Ginolhac, DP Palomar
2016 50th Asilomar Conference on Signals, Systems and Computers, 810-814, 2016
132016
Maximum likelihood estimation of clutter subspace in non homogeneous noise context
A Breloy, L Le Magoarou, G Ginolhac, F Pascal, P Forster
21st European Signal Processing Conference (EUSIPCO 2013), 1-5, 2013
132013
A Riemannian framework for low-rank structured elliptical models
F Bouchard, A Breloy, G Ginolhac, A Renaux, F Pascal
IEEE Transactions on Signal Processing 69, 1185-1199, 2021
122021
Robust-COMET for covariance estimation in convex structures: algorithm and statistical properties
B Meriaux, C Ren, MN El Korso, A Breloy, P Forster
2017 IEEE 7th International Workshop on Computational Advances in Multi …, 2017
122017
Matched and mismatched estimation of kronecker product of linearly structured scatter matrices under elliptical distributions
B Mériaux, C Ren, A Breloy, MN El Korso, P Forster
IEEE Transactions on Signal Processing 69, 603-616, 2020
112020
Asymptotic Performance of Complex -Estimators for Multivariate Location and Scatter Estimation
B Mériaux, C Ren, MN El Korso, A Breloy, P Forster
IEEE Signal Processing Letters 26 (2), 367-371, 2019
112019
Robust low-rank change detection for multivariate sar image time series
A Mian, A Collas, A Breloy, G Ginolhac, JP Ovarlez
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020
102020
Regularized tapered sample covariance matrix
E Ollila, A Breloy
IEEE Transactions on Signal Processing 70, 2306-2320, 2022
92022
Robust mean and covariance matrix estimation under heterogeneous mixed-effects model with missing values
AH Ferrer, MN El Korso, A Breloy, G Ginolhac
Signal Processing 188, 108195, 2021
92021
On the asymptotics of maronna's robust PCA
G Drašković, A Breloy, F Pascal
IEEE Transactions on Signal Processing 67 (19), 4964-4975, 2019
92019
Probabilistic PCA from heteroscedastic signals: geometric framework and application to clustering
A Collas, F Bouchard, A Breloy, G Ginolhac, C Ren, JP Ovarlez
IEEE Transactions on Signal Processing 69, 6546-6560, 2021
82021
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Articles 1–20