Arnaud Breloy

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 65

Top Topics

Signal Subspace

Covariance Matrix

Top Venues

Signal Process.

IEEE Trans. Signal Process.

Publications

Hugo Brehier, Arnaud Breloy, Chengfang Ren, Guillaume Ginolhac
Through-The-Wall Radar Imaging With Wall Clutter Removal Via Riemannian Optimization On The Fixed-Rank Manifold. ICASSP (2024)
Jasin Machkour, Arnaud Breloy, Michael Muma, Daniel P. Palomar, Frédéric Pascal
Sparse PCA with False Discovery Rate Controlled Variable Selection. ICASSP (2024)
Hugo Brehier, Arnaud Breloy, Chengfang Ren, Guillaume Ginolhac
Through the Wall Radar Imaging via Kronecker-structured Huber-type RPCA. Signal Process. 214 (2024)
Thu Ha Phi, Alexandre Hippert-Ferrer, Florent Bouchard, Arnaud Breloy
Robust Low-Rank Correlation Fitting. ICASSP (2024)
Ammar Mian, Guillaume Ginolhac, Florent Bouchard, Arnaud Breloy
Online change detection in SAR time-series with Kronecker product structured scaled Gaussian models. Signal Process. 224 (2024)
Yassine Mhiri, Mohammed Nabil El Korso, Arnaud Breloy, Pascal Larzabal
Regularized maximum likelihood estimation for radio interferometric imaging in the presence of radiofrequency interferences. Signal Process. 220 (2024)
Jasin Machkour, Arnaud Breloy, Michael Muma, Daniel P. Palomar, Frédéric Pascal
Sparse PCA with False Discovery Rate Controlled Variable Selection. CoRR (2024)
Florent Bouchard, Arnaud Breloy, Antoine Collas, Alexandre Renaux, Guillaume Ginolhac
The Fisher-Rao geometry of CES distributions. CoRR (2023)
Hugo Brehier, Arnaud Breloy, Mohammed Nabil El Korso, Sandeep Kumar
Robust and Globally Sparse Pca via Majorization-Minimization and Variable Splitting. ICASSP (2023)
Florent Bouchard, Alexandre Renaux, Guillaume Ginolhac, Arnaud Breloy
Natural Bayesian Cramér-Rao Bound with an Application to Covariance Estimation. CoRR (2023)
Antoine Collas, Arnaud Breloy, Chengfang Ren, Guillaume Ginolhac, Jean Philippe Ovarlez
Riemannian Optimization for Non-Centered Mixture of Scaled Gaussian Distributions. IEEE Trans. Signal Process. 71 (2023)
Antoine Collas, Titouan Vayer, Rémi Flamary, Arnaud Breloy
Entropic Wasserstein Component Analysis. MLSP (2023)
Alexandre Hippert-Ferrer, Florent Bouchard, Ammar Mian, Titouan Vayer, Arnaud Breloy
Learning Graphical Factor Models with Riemannian Optimization. ECML/PKDD (4) (2023)
Antoine Collas, Titouan Vayer, Rémi Flamary, Arnaud Breloy
Entropic Wasserstein Component Analysis. CoRR (2023)
Phan Viet Hoa Vu, Arnaud Breloy, Frédéric Brigui, Yajing Yan, Guillaume Ginolhac
Covariance fitting based InSAR Phase Linking. IGARSS (2023)
Phan Viet Hoa Vu, Arnaud Breloy, Frédéric Brigui, Yajing Yan, Guillaume Ginolhac
Robust Phase Linking in InSAR. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Antoine Collas, Arnaud Breloy, Guillaume Ginolhac, Chengfang Ren, Jean Philippe Ovarlez
Robust Geometric Metric Learning. CoRR (2022)
Hugo Brehier, Arnaud Breloy, Chengfang Ren, Israel Hinostroza, Guillaume Ginolhac
Robust PCA for Through-the-Wall Radar Imaging. EUSIPCO (2022)
Yassine Mhiri, Mohammed Nabil El Korso, Arnaud Breloy, Pascal Larzabal
Multifrequency array calibration in presence of radio frequency interferences. Signal Process. 199 (2022)
Alexandre Hippert-Ferrer, Mohammed Nabil El Korso, Arnaud Breloy, Guillaume Ginolhac
Robust low-rank covariance matrix estimation with a general pattern of missing values. Signal Process. 195 (2022)
Yassine Mhiri, Mohammed Nabil El Korso, Arnaud Breloy, Pascal Larzabal
A Robust EM Algorithm for Radio Interferometric Imaging in The Presence of Outliers. SiPS (2022)
Esa Ollila, Arnaud Breloy
Regularized Tapered Sample Covariance Matrix. IEEE Trans. Signal Process. 70 (2022)
Alexandre Hippert-Ferrer, Florent Bouchard, Ammar Mian, Titouan Vayer, Arnaud Breloy
Learning Graphical Factor Models with Riemannian Optimization. CoRR (2022)
Antoine Collas, Florent Bouchard, Guillaume Ginolhac, Arnaud Breloy, Chengfang Ren, Jean Philippe Ovarlez
On the Use of Geodesic Triangles between Gaussian Distributions for Classification Problems. ICASSP (2022)
Antoine Collas, Arnaud Breloy, Chengfang Ren, Guillaume Ginolhac, Jean Philippe Ovarlez
Riemannian optimization for non-centered mixture of scaled Gaussian distributions. CoRR (2022)
Antoine Collas, Arnaud Breloy, Guillaume Ginolhac, Chengfang Ren, Jean Philippe Ovarlez
Robust Geometric Metric Learning. EUSIPCO (2022)
Phan Viet Hoa Vu, Frédéric Brigui, Arnaud Breloy, Yajing Yan, Guillaume Ginolhac
A New Phase Linking Algorithm for Multi-temporal InSAR based on the Maximum Likelihood Estimator. IGARSS (2022)
Antoine Collas, Florent Bouchard, Arnaud Breloy, Chenfang Ren, Guillaume Ginolhac, Jean Philippe Ovarlez
A Tyler-Type Estimator of Location and Scatter Leveraging Riemannian Optimization. ICASSP (2021)
Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Alexandre Renaux, Frédéric Pascal
A Riemannian Framework for Low-Rank Structured Elliptical Models. IEEE Trans. Signal Process. 69 (2021)
Florent Bouchard, Arnaud Breloy, Ammar Mian, Guillaume Ginolhac
On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed data. EUSIPCO (2021)
Yassine Mhiri, Mohammed Nabil El Korso, Lucien Bacharach, Arnaud Breloy, Pascal Larzabal
Expectation-Maximization Based Direction of Arrival Estimation Under a Mixture of Noise. EUSIPCO (2021)
Arnaud Breloy, Sandeep Kumar, Ying Sun, Daniel P. Palomar
Majorization-Minimization on the Stiefel Manifold With Application to Robust Sparse PCA. IEEE Trans. Signal Process. 69 (2021)
Bruno Mériaux, Chengfang Ren, Arnaud Breloy, Mohammed Nabil El Korso, Philippe Forster
Matched and Mismatched Estimation of Kronecker Product of Linearly Structured Scatter Matrices Under Elliptical Distributions. IEEE Trans. Signal Process. 69 (2021)
Alexandre Hippert-Ferrer, Mohammed Nabil El Korso, Arnaud Breloy, Guillaume Ginolhac
Robust mean and covariance matrix estimation under heterogeneous mixed-effects model with missing values. Signal Process. 188 (2021)
Antoine Collas, Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Chengfang Ren, Jean Philippe Ovarlez
Probabilistic PCA From Heteroscedastic Signals: Geometric Framework and Application to Clustering. IEEE Trans. Signal Process. 69 (2021)
Arnaud Breloy, Guillaume Ginolhac, Yongchan Gao, Frédéric Pascal
MIMO filters based on robust rank-constrained Kronecker covariance matrix estimation. Signal Process. 187 (2021)
Abdallah Bouiba, Mohammed Nabil El Korso, Arnaud Breloy, Philippe Forster, M. Hamadouche, M. Lagha
Two-Dimensional Robust Source Localization Under Non-Gaussian Noise. Circuits Syst. Signal Process. 39 (9) (2020)
Bruno Mériaux, Chengfang Ren, Arnaud Breloy, Mohammed Nabil El Korso, Philippe Forster
Efficient Estimation of Kronecker Product of Linear Structured Scatter Matrices under t-distribution. EUSIPCO (2020)
Florent Bouchard, Arnaud Breloy, Alexandre Renaux, Guillaume Ginolhac
Riemannian Geometry and Cramér-rao Bound for Blind Separation of Gaussian Sources. ICASSP (2020)
Ammar Mian, Antoine Collas, Arnaud Breloy, Guillaume Ginolhac, Jean Philippe Ovarlez
Robust Low-Rank Change Detection for Multivariate SAR Image Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Alexandre Renaux
A Riemannian approach to blind separation of t-distributed sources. EUSIPCO (2020)
Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal
Riemannian Framework for Robust Covariance Matrix Estimation in Spiked Models. ICASSP (2020)
Gordana Draskovic, Arnaud Breloy, Frédéric Pascal
-estimators. Signal Process. 167 (2020)
R. Ben Abdallah, Arnaud Breloy, Mohammed Nabil El Korso, D. Lautru
Bayesian signal subspace estimation with compound Gaussian sources. Signal Process. 167 (2020)
Bruno Mériaux, Arnaud Breloy, Chengfang Ren, Mohammed Nabil El Korso, Philippe Forster
Modified Sparse Subspace Clustering for Radar Detection in Non-stationary Clutter. CAMSAP (2019)
R. Ben Abdallah, Arnaud Breloy, A. Taylor, Mohammed Nabil El Korso, D. Lautru
Signal subspace change detection in structured covariance matrices. EUSIPCO (2019)
Gordana Draskovic, Arnaud Breloy, Frédéric Pascal
On the Asymptotics of Maronna's Robust PCA. IEEE Trans. Signal Process. 67 (19) (2019)
Bruno Meriaux, Chengfang Ren, Mohammed Nabil El Korso, Arnaud Breloy, Philippe Forster
Robust estimation of structured scatter matrices in (mis)matched models. Signal Process. 165 (2019)
Bruno Meriaux, Chengfang Ren, Mohammed Nabil El Korso, Arnaud Breloy, Philippe Forster
Asymptotic Performance of Complex $M$-Estimators for Multivariate Location and Scatter Estimation. IEEE Signal Process. Lett. 26 (2) (2019)
R. Ben Abdallah, Arnaud Breloy, Mohammed Nabil El Korso, D. Lautru
Bayesian Robust Signal Subspace Estimation in Non-Gaussian Environment. EUSIPCO (2019)
Ammar Mian, Arnaud Breloy, Guillaume Ginolhac, Jean Philippe Ovarlez
Robust Low-Rank Change Detection for Sar Image Time Series. IGARSS (2019)
Bruno Mériaux, Chengfang Ren, Arnaud Breloy, Mohammed Nabil El Korso, Philippe Forster, Jean Philippe Ovarlez
On the Recursions of Robust COMET Algorithm for Convexly Structured Shape Matrix. EUSIPCO (2019)
Arnaud Breloy, Guillaume Ginolhac, Alexandre Renaux, Florent Bouchard
Intrinsic Cramér-Rao Bounds for Scatter and Shape Matrices Estimation in CES Distributions. IEEE Signal Process. Lett. 26 (2) (2019)
R. Ben Abdallah, Ammar Mian, Arnaud Breloy, A. Taylor, Mohammed Nabil El Korso, D. Lautru
Detection Methods Based on Structured Covariance Matrices for Multivariate SAR Images Processing. IEEE Geosci. Remote. Sens. Lett. 16 (7) (2019)
Arnaud Breloy, Esa Ollila, Frédéric Pascal
Spectral Shrinkage of Tyler's $M$-Estimator of Covariance Matrix. CAMSAP (2019)
Bruno Meriaux, Chengfang Ren, Mohammed Nabil El Korso, Arnaud Breloy, Philippe Forster
Efficient Estimation of Scatter Matrix with Convex Structure Under $T$ -Distribution. ICASSP (2018)
Arnaud Breloy, Mohammed Nabil El Korso, Ashkan Panahi, Hamid Krim
Robust Subspace Clustering for Radar Detection. EUSIPCO (2018)
Bruno Meriaux, Chengfang Ren, Mohammed Nabil El Korso, Arnaud Breloy, Philippe Forster
Robust-COMET for covariance estimation in convex structures: Algorithm and statistical properties. CAMSAP (2017)
Q. Hoarau, Arnaud Breloy, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas
A subspace approach for shrinkage parameter selection in undersampled configuration for Regularised Tyler Estimators. ICASSP (2017)
Gordana Draskovic, Frédéric Pascal, Arnaud Breloy, Jean-Yves Tourneret
New asymptotic properties for the robust ANMF. ICASSP (2017)
Arnaud Breloy, Ying Sun, Prabhu Babu, Daniel Pérez Palomar
Block majorization-minimization algorithms for low-rank clutter subspace estimation. EUSIPCO (2016)
Ying Sun, Arnaud Breloy, Prabhu Babu, Daniel P. Palomar, Frédéric Pascal, Guillaume Ginolhac
Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems. IEEE Trans. Signal Process. 64 (8) (2016)
Arnaud Breloy, Ying Sun, Prabhu Babu, Guillaume Ginolhac, Daniel Pérez Palomar
Robust rank constrained kronecker covariance matrix estimation. ACSSC (2016)
Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster
Robust Covariance Matrix Estimation in Heterogeneous Low Rank Context. IEEE Trans. Signal Process. 64 (22) (2016)
Arnaud Breloy, Ying Sun, Prabhu Babu, Guillaume Ginolhac, Daniel Pérez Palomar, Frédéric Pascal
A robust signal subspace estimator. SSP (2016)
Jean Philippe Ovarlez, Frédéric Pascal, Arnaud Breloy
Asymptotic detection performance analysis of the robust Adaptive Normalized Matched Filter. CAMSAP (2015)
Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster
Clutter Subspace Estimation in Low Rank Heterogeneous Noise Context. IEEE Trans. Signal Process. 63 (9) (2015)
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. SAM (2014)
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. ICASSP (2014)
Arnaud Breloy, Luc Le Magoarou, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster
Maximum likelihood estimation of clutter subspace in non homogeneous noise context. EUSIPCO (2013)