Arnaud Breloy

IEEE Trans. Signal Process., 2023

Robust Phase Linking in InSAR.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Natural Bayesian Cramér-Rao Bound with an Application to Covariance Estimation.

[BibT_eX]

[DOI]

CoRR, 2023

The Fisher-Rao geometry of CES distributions.

[BibT_eX]

[DOI]

CoRR, 2023

Learning Graphical Factor Models with Riemannian Optimization.

[BibT_eX]

[DOI]

Alexandre Hippert-Ferrer

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Entropic Wasserstein Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Covariance fitting based InSAR Phase Linking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Robust and Globally Sparse Pca via Majorization-Minimization and Variable Splitting.

[BibT_eX]

[DOI]

Hugo Brehier

Sandeep Kumar

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Regularized Tapered Sample Covariance Matrix.

[BibT_eX]

[DOI]

Esa Ollila

IEEE Trans. Signal Process., 2022

Multifrequency array calibration in presence of radio frequency interferences.

[BibT_eX]

[DOI]

Yassine Mhiri

Pascal Larzabal

Signal Process., 2022

Robust low-rank covariance matrix estimation with a general pattern of missing values.

[BibT_eX]

[DOI]

Alexandre Hippert-Ferrer

Signal Process., 2022

A Robust EM Algorithm for Radio Interferometric Imaging in The Presence of Outliers.

[BibT_eX]

[DOI]

Yassine Mhiri

Pascal Larzabal

Proceedings of the IEEE Workshop on Signal Processing Systems, 2022

A New Phase Linking Algorithm for Multi-temporal InSAR based on the Maximum Likelihood Estimator.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

On the Use of Geodesic Triangles between Gaussian Distributions for Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Robust Geometric Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Robust PCA for Through-the-Wall Radar Imaging.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Matched and Mismatched Estimation of Kronecker Product of Linearly Structured Scatter Matrices Under Elliptical Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Probabilistic PCA From Heteroscedastic Signals: Geometric Framework and Application to Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Majorization-Minimization on the Stiefel Manifold With Application to Robust Sparse PCA.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

A Riemannian Framework for Low-Rank Structured Elliptical Models.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Robust mean and covariance matrix estimation under heterogeneous mixed-effects model with missing values.

[BibT_eX]

[DOI]

Alexandre Hippert-Ferrer

Signal Process., 2021

MIMO filters based on robust rank-constrained Kronecker covariance matrix estimation.

[BibT_eX]

[DOI]

Signal Process., 2021

A Tyler-Type Estimator of Location and Scatter Leveraging Riemannian Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Expectation-Maximization Based Direction of Arrival Estimation Under a Mixture of Noise.

[BibT_eX]

[DOI]

Yassine Mhiri

Lucien Bacharach

Pascal Larzabal

Proceedings of the 29th European Signal Processing Conference, 2021

On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed data.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Robust Low-Rank Change Detection for Multivariate SAR Image Time Series.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

On the performance of robust plug-in detectors using <i>M</i>-estimators.

[BibT_eX]

[DOI]

Gordana Draskovic

Signal Process., 2020

Bayesian signal subspace estimation with compound Gaussian sources.

[BibT_eX]

[DOI]

Rayen Ben Abdallah

Signal Process., 2020

Two-Dimensional Robust Source Localization Under Non-Gaussian Noise.

[BibT_eX]

[DOI]

Abdallah Bouiba

Circuits Syst. Signal Process., 2020

Riemannian Geometry and Cramér-rao Bound for Blind Separation of Gaussian Sources.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Riemannian Framework for Robust Covariance Matrix Estimation in Spiked Models.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Efficient Estimation of Kronecker Product of Linear Structured Scatter Matrices under t-distribution.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

A Riemannian approach to blind separation of t-distributed sources.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

On the Asymptotics of Maronna's Robust PCA.

[BibT_eX]

[DOI]

Gordana Draskovic

IEEE Trans. Signal Process., 2019

Asymptotic Performance of Complex $M$-Estimators for Multivariate Location and Scatter Estimation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2019

Intrinsic Cramér-Rao Bounds for Scatter and Shape Matrices Estimation in CES Distributions.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2019

Robust estimation of structured scatter matrices in (mis)matched models.

[BibT_eX]

[DOI]

Signal Process., 2019

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

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Robust Low-Rank Change Detection for Sar Image Time Series.

[BibT_eX]

[DOI]

Ammar Mian

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

On the Recursions of Robust COMET Algorithm for Convexly Structured Shape Matrix.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Signal subspace change detection in structured covariance matrices.

[BibT_eX]

[DOI]

Rayen Ben Abdallah

Abigaël Taylor

Proceedings of the 27th European Signal Processing Conference, 2019

Bayesian Robust Signal Subspace Estimation in Non-Gaussian Environment.

[BibT_eX]

[DOI]

Rayen Ben Abdallah

Proceedings of the 27th European Signal Processing Conference, 2019

Modified Sparse Subspace Clustering for Radar Detection in Non-stationary Clutter.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Spectral Shrinkage of Tyler's $M$-Estimator of Covariance Matrix.

[BibT_eX]

[DOI]

Esa Ollila

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

Efficient Estimation of Scatter Matrix with Convex Structure Under $T$ -Distribution.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Robust Subspace Clustering for Radar Detection.

[BibT_eX]

[DOI]

Ashkan Panahi

Hamid Krim

Proceedings of the 26th European Signal Processing Conference, 2018

2017

A subspace approach for shrinkage parameter selection in undersampled configuration for Regularised Tyler Estimators.

[BibT_eX]

[DOI]

Q. Hoarau

Abdourrahmane M. Atto

Jean-Marie Nicolas

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

New asymptotic properties for the robust ANMF.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Robust-COMET for covariance estimation in convex structures: Algorithm and statistical properties.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016

Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Robust Covariance Matrix Estimation in Heterogeneous Low Rank Context.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

A robust signal subspace estimator.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Block majorization-minimization algorithms for low-rank clutter subspace estimation.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Robust rank constrained kronecker covariance matrix estimation.

[BibT_eX]

[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Clutter Subspace Estimation in Low Rank Heterogeneous Noise Context.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Asymptotic detection performance analysis of the robust Adaptive Normalized Matched Filter.

[BibT_eX]

[DOI]