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

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.3545-3556

2020

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A New Statistic for Testing Covariance Equality in High-Dimensional Gaussian Low-Rank Models

IEEE transactions on signal processing, 2024, Vol.72, p.1797-1812

2024

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Online change detection in SAR time-series with Kronecker product structured scaled Gaussian models

Signal processing, 2024-11, Vol.224, p.109589, Article 109589

2024

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Through the Wall Radar Imaging via Kronecker-structured Huber-type RPCA

Signal processing, 2024-01, Vol.214, p.109228, Article 109228

2024

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New Robust Sparse Convolutional Coding Inversion Algorithm for Ground Penetrating Radar Images

IEEE transactions on geoscience and remote sensing, 2023, Vol.61, p.1-14

2023

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

IEEE signal processing letters, 2019-02, Vol.26 (2), p.262-266

2019

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

Signal processing, 2022-06, Vol.195, p.108460, Article 108460

2022

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

Signal processing, 2021-10, Vol.187, p.108116-116, Article 108116

2021

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Robust Phase Linking in InSAR

IEEE transactions on geoscience and remote sensing, 2023, Vol.61, p.1-11

2023

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Multifrequency and Multistatic Inverse Synthetic Aperture Radar, with Application to FM Passive Radar

EURASIP journal on advances in signal processing, 2010-01, Vol.2010 (1), Article 497074

2010

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Riemannian Optimization for Non-Centered Mixture of Scaled Gaussian Distributions

IEEE transactions on signal processing, 2023, Vol.71, p.2475-2490

2023

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A Riemannian Framework for Low-Rank Structured Elliptical Models

IEEE transactions on signal processing, 2021, Vol.69, p.1185-1199

2021

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Robust Detection for Mills Cross Sonar

IEEE journal of oceanic engineering, 2024-07, Vol.49 (3), p.1009-1024

2024

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Theoretical Performance of Low Rank Adaptive Filters in the Large Dimensional Regime

IEEE transactions on aerospace and electronic systems, 2019-12, Vol.55 (6), p.3347-3364

2019

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Riemannian geometry for compound Gaussian distributions: Application to recursive change detection

Signal processing, 2020-11, Vol.176, p.107716, Article 107716

2020

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New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images

IEEE transactions on signal processing, 2019-01, Vol.67 (2), p.520-534

2019

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Performance of the Low-Rank Adaptive Normalized Matched Filter Test Under a Large Dimension Regime

IEEE transactions on aerospace and electronic systems, 2019-02, Vol.55 (1), p.459-468

2019

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Approximate distribution of the low-rank adaptive normalized matched filter test statistic under the null hypothesis

IEEE transactions on aerospace and electronic systems, 2016-08, Vol.52 (4), p.2016-2023

2016

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Clutter Subspace Estimation in Low Rank Heterogeneous Noise Context

IEEE transactions on signal processing, 2015-05, Vol.63 (9), p.2173-2182

2015

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

IEEE transactions on signal processing, 2021-01, Vol.69, p.6546-6560

2021

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Robust Covariance Matrix Estimation in Heterogeneous Low Rank Context

IEEE transactions on signal processing, 2016-11, Vol.64 (22), p.5794-5806

2016

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Through-The-Wall Radar Imaging With Wall Clutter Removal Via Riemannian Optimization On The Fixed-Rank Manifold

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.8596-8600

2024

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

Signal processing, 2021-11, Vol.188, p.108195, Article 108195

2021

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Design of New Wavelet Packets Adapted to High-Resolution SAR Images With an Application to Target Detection

IEEE transactions on geoscience and remote sensing, 2019-06, Vol.57 (6), p.3919-3932

2019

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Intrinsic Crér–Rao Bounds for Scatter and Shape Matrices Estimation in CES Distributions

IEEE signal processing letters, 2019-01, Vol.26 (2), p.262

2019

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

A New Statistic for Testing Covariance Equality in High-Dimensional Gaussian Low-Rank Models

Online change detection in SAR time-series with Kronecker product structured scaled Gaussian models

Through the Wall Radar Imaging via Kronecker-structured Huber-type RPCA

New Robust Sparse Convolutional Coding Inversion Algorithm for Ground Penetrating Radar Images

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

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

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

Robust Phase Linking in InSAR

Multifrequency and Multistatic Inverse Synthetic Aperture Radar, with Application to FM Passive Radar

Riemannian Optimization for Non-Centered Mixture of Scaled Gaussian Distributions

A Riemannian Framework for Low-Rank Structured Elliptical Models

Robust Detection for Mills Cross Sonar

Theoretical Performance of Low Rank Adaptive Filters in the Large Dimensional Regime

Riemannian geometry for compound Gaussian distributions: Application to recursive change detection

New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images

Performance of the Low-Rank Adaptive Normalized Matched Filter Test Under a Large Dimension Regime

Approximate distribution of the low-rank adaptive normalized matched filter test statistic under the null hypothesis

Clutter Subspace Estimation in Low Rank Heterogeneous Noise Context

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

Robust Covariance Matrix Estimation in Heterogeneous Low Rank Context

Through-The-Wall Radar Imaging With Wall Clutter Removal Via Riemannian Optimization On The Fixed-Rank Manifold

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

Design of New Wavelet Packets Adapted to High-Resolution SAR Images With an Application to Target Detection

Intrinsic Crér–Rao Bounds for Scatter and Shape Matrices Estimation in CES Distributions

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