Guillaume Ginolhac

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 59

Top Topics

Matched Filters

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)
Hugo Brehier, Arnaud Breloy, Chengfang Ren, Guillaume Ginolhac
Through the Wall Radar Imaging via Kronecker-structured Huber-type RPCA. Signal Process. 214 (2024)
Florent Bouchard, Ammar Mian, Malik Tiomoko, Guillaume Ginolhac, Frédéric Pascal
Random matrix theory improved Fréchet mean of symmetric positive definite matrices. CoRR (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)
Rémi Beisson, Pascal Vallet, Audrey Giremus, Guillaume Ginolhac
A New Statistic for Testing Covariance Equality in High-Dimensional Gaussian Low-Rank Models. IEEE Trans. Signal Process. 72 (2024)
Florent Bouchard, Arnaud Breloy, Antoine Collas, Alexandre Renaux, Guillaume Ginolhac
The Fisher-Rao geometry of CES distributions. CoRR (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)
Phan Viet Hoa Vu, Arnaud Breloy, Frédéric Brigui, Yajing Yan, Guillaume Ginolhac
Covariance fitting based InSAR Phase Linking. IGARSS (2023)
Matthieu Gallet, Ammar Mian, Guillaume Ginolhac, Esa Ollila, Nickolas Stelzenmuller
New Robust Sparse Convolutional Coding Inversion Algorithm for Ground Penetrating Radar Images. IEEE Trans. Geosci. Remote. Sens. 61 (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)
Matthieu Gallet, Ammar Mian, Guillaume Ginolhac, Nickolas Stelzenmuller
Classification of GPR Signals Via Covariance Pooling on CNN Features Within a Riemannian Framework. IGARSS (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)
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)
Rémi Beisson, Pascal Vallet, Audrey Giremus, Guillaume Ginolhac
Change Detection in The Covariance Structure of High-Dimensional Gaussian Low-Rank Models. SSP (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)
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)
Violeta Roizman, Guillaume Ginolhac, Matthieu Jonckheere, Frédéric Pascal
On Change Detection for Polsar Image Time Series: A New Clustering Approach. SSP (2021)
Arnaud Breloy, Guillaume Ginolhac, Yongchan Gao, Frédéric Pascal
MIMO filters based on robust rank-constrained Kronecker covariance matrix estimation. Signal Process. 187 (2021)
Florent Bouchard, Ammar Mian, Jialun Zhou, Salem Said, Guillaume Ginolhac, Yannick Berthoumieu
Riemannian geometry for compound Gaussian distributions: Application to recursive change detection. Signal Process. 176 (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)
Florent Bouchard, Ammar Mian, Jialun Zhou, Salem Said, Guillaume Ginolhac, Yannick Berthoumieu
Riemannian geometry for Compound Gaussian distributions: application to recursive change detection. CoRR (2020)
Malik Tiomoko, Romain Couillet, Florent Bouchard, Guillaume Ginolhac
Random Matrix Improved Covariance Estimation for a Large Class of Metrics. ICML (2019)
Pascal Vallet, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster
An Improved Low Rank Detector in the High Dimensional Regime. ICASSP (2019)
Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac
Performance of the Low-Rank Adaptive Normalized Matched Filter Test Under a Large Dimension Regime. IEEE Trans. Aerosp. Electron. Syst. 55 (1) (2019)
Pascal Vallet, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster
Performance Analysis of a Low-Rank Detector Under Training Data Contamination. CAMSAP (2019)
Malik Tiomoko, Florent Bouchard, Guillaume Ginolhac, Romain Couillet
Random Matrix Improved Covariance Estimation for a Large Class of Metrics. CoRR (2019)
Ammar Mian, Guillaume Ginolhac, Jean Philippe Ovarlez, Abdourrahmane Mahamane Atto
New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images. IEEE Trans. Signal Process. 67 (2) (2019)
Ammar Mian, Lucien Bacharach, Guillaume Ginolhac, Alexandre Renaux, Mohammed Nabil El Korso, Jean Philippe Ovarlez
Designing Sar Images Change-point Estimation Strategies Using an Mse Lower Bound. ICASSP (2019)
Ammar Mian, Arnaud Breloy, Guillaume Ginolhac, Jean Philippe Ovarlez
Robust Low-Rank Change Detection for Sar Image Time Series. IGARSS (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)
Ammar Mian, Jean Philippe Ovarlez, Abdourrahmane Mahamane Atto, Guillaume Ginolhac
Design of New Wavelet Packets Adapted to High-Resolution SAR Images With an Application to Target Detection. IEEE Trans. Geosci. Remote. Sens. 57 (6) (2019)
Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac, Marc Lesturgie
Theoretical Performance of Low Rank Adaptive Filters in the Large Dimensional Regime. IEEE Trans. Aerosp. Electron. Syst. 55 (6) (2019)
Eric Chaumette, François Vincent, Guillaume Ginolhac
Detection of Swerling III-IV rank-one signals in Gaussian noise with unknown statistics. ACSSC (2018)
Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto
A Robust Change Detector for Highly Heterogeneous Multivariate Images. ICASSP (2018)
Frédéric Brigui, Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal
New Low-Rank Filters for MIMO-STAP Based on an Orthogonal Tensorial Decomposition. IEEE Trans. Aerosp. Electron. Syst. 54 (3) (2018)
Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto
Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images. EUSIPCO (2018)
Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto
Multivariate Linear Time-Frequency modeling and adaptive robust target detection in highly textured monovariate SAR image. ICASSP (2017)
Q. Hoarau, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas
Robust adaptive detection of buried pipes using GPR. Signal Process. 132 (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)
Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto
Multivariate change detection on high resolution monovariate SAR image using linear time-frequency analysis. EUSIPCO (2017)
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)
Q. Hoarau, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas, Jean Philippe Ovarlez
Robust adaptive detection of buried pipes using GPR. EUSIPCO (2016)
Guillaume Ginolhac, Philippe Forster
Approximate distribution of the low-rank adaptive normalized matched filter test statistic under the null hypothesis. IEEE Trans. Aerosp. Electron. Syst. 52 (4) (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)
Philippe Forster, Guillaume Ginolhac, Maxime Boizard
Derivation of the theoretical performance of a Tensor MUSIC algorithm. Signal Process. 129 (2016)
Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac, Marc Lesturgie
Asymptotic performance of the Low Rank Adaptive Normalized Matched Filter in a large dimensional regime. ICASSP (2015)
Nizar Bouhlel, Guillaume Ginolhac, Eric Jolibois, Abdourrahmane M. Atto
Multivariate statistical modeling for multi-temporal SAR change detection using wavelet transforms. MultiTemp (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)
Frédéric Brigui, Guillaume Ginolhac, Laetitia Thirion-Lefevre, Philippe Forster
New SAR target imaging algorithm based on oblique projection for clutter reduction. IEEE Trans. Aerosp. Electron. Syst. 50 (2) (2014)
Frédéric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster
New SAR Algorithm Based on Orthogonal Projections for MMT Detection and Interference Reduction. IEEE Trans. Geosci. Remote. Sens. 52 (7) (2014)
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)
Guillaume Ginolhac, Philippe Forster, Frédéric Pascal, Jean Philippe Ovarlez
Exploiting persymmetry for low-rank Space Time Adaptive Processing. Signal Process. 97 (2014)
Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster
Low-rank filter and detector for multidimensional data based on an alternative unfolding HOSVD: application to polarimetric STAP. EURASIP J. Adv. Signal Process. 2014 (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)
Guillaume Ginolhac, Philippe Forster, Frédéric Pascal, Jean Philippe Ovarlez
Performance of Two Low-Rank STAP Filters in a Heterogeneous Noise. IEEE Trans. Signal Process. 61 (1) (2013)
Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac, Marc Lesturgie
Random matrix theory applied to low rank stap detection. EUSIPCO (2013)
Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Sebastian Miron, Philippe Forster
Numerical performance of a tensor MUSIC algorithm based on HOSVD for a mixture of polarized sources. EUSIPCO (2013)
Maxime Boizard, Frédéric Brigui, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster, Hong-Bo Sun
Multidimensional low-rank filter based on the AU-HOSVD for MIMO STAP. CAMSAP (2013)
Arnaud Breloy, Luc Le Magoarou, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster
Maximum likelihood estimation of clutter subspace in non homogeneous noise context. EUSIPCO (2013)
Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster
Low Rank Tensor STAP filter based on multilinear SVD. SAM (2012)
Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster
A new tool for multidimensional low-rank STAP filter: Cross HOSVDs. EUSIPCO (2012)
Franck Daout, Françoise Schmitt, Guillaume Ginolhac, Philippe Fargette
Multistatic and Multiple Frequency Imaging Resolution Analysis¿Application to GPS-Based Multistatic Radar. IEEE Trans. Aerosp. Electron. Syst. 48 (4) (2012)
Guillaume Ginolhac, Philippe Forster, Frédéric Pascal, Jean Philippe Ovarlez
Derivation of the Bias of the Normalized Sample Covariance Matrix in a Heterogeneous Noise With Application to Low Rank STAP Filter. IEEE Trans. Signal Process. 60 (1) (2012)
Guillaume Ginolhac, Philippe Forster, Frédéric Pascal, Jean Philippe Ovarlez
Exploiting persymmetry for Low-Rank Space Time Adaptive Processing. EUSIPCO (2012)
Rémi Durand, Guillaume Ginolhac, Laetitia Thirion-Lefevre, Philippe Forster
Back Projection Version of Subspace Detector SAR Processors. IEEE Trans. Aerosp. Electron. Syst. 47 (2) (2011)
Frédéric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster
Contribution of the polarimetric information in order to discriminate target from interference subspaces. Application to FoPen detection with SAR processing. IGARSS (2011)
Jean Philippe Ovarlez, Frédéric Pascal, Philippe Forster, Guillaume Ginolhac, Mélanie Mahot
Traitement STAP et modélisation SIRV : robustesse et persymétrie. Traitement du Signal 28 (1-2) (2011)
Guillaume Ginolhac, Philippe Forster, Jean Philippe Ovarlez, Frédéric Pascal
STAP à rang réduit, robuste et persymétrique. Traitement du Signal 28 (1-2) (2011)
Alice Combernoux, Guillaume Ginolhac, Philippe Forster
Generalized rectification in the L1-norm with application to robust array processing. EUSIPCO (2011)
Frédéric Brigui, Guillaume Ginolhac, Laetitia Thirion-Lefevre, Philippe Forster
Performances of polarimetric subspace SAR processors for target detection and interference rejection. EUSIPCO (2011)
Guillaume Ginolhac, Philippe Forster
Performance analysis of a Robust Low-Rank STAP filter in low-rank Gaussian clutter. ICASSP (2010)
Frédéric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster
Oblique polarimetric SAR processor based on signal and interference subspace models. IGARSS (2010)
Frédéric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster
Orthogonal polarimetric SAR processor based on signal and interference subspace models. IGARSS (2010)
Guillaume Ginolhac, Françoise Schmitt, Franck Daout, Philippe Forster
Multifrequency and Multistatic Inverse Synthetic Aperture Radar, with Application to FM Passive Radar. EURASIP J. Adv. Signal Process. 2010 (2010)
Guillaume Ginolhac, Philippe Forster, Jean Philippe Ovarlez, Frédéric Pascal
Spatio-temporal adaptive detector in non-homogeneous and low-rank clutter. ICASSP (2009)
Frédéric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster
New polarimetric signal subspace detectors for SAR processors. ICASSP (2009)
Guillaume Ginolhac, Philippe Forster
A procedure for efficient estimation of multiple parameters in some nonlinear cases. Signal Process. 89 (4) (2009)
Frédéric Maussang, Franck Daout, Guillaume Ginolhac, Françoise Schmitt
Multistatic Scenarios for a GPS SAR System. IGARSS (3) (2008)
Rémi Durand, Guillaume Ginolhac, Laetitia Thirion, Philippe Forster
SAR Processor based on a CFAR Signal or Interference Subspace Detector Matched to Man Made Target Detection in a Forest. ICASSP (2) (2007)
Rémi Durand, Guillaume Ginolhac, Philippe Forster, Laetitia Thirion
New SAR processor based on a subspace detector. EUSIPCO (2006)
Rémi Durand, Laetitia Thirion, Guillaume Ginolhac, Philippe Forster
Man Made Target Detection in a Forest with a Subspace Detector SAR Processor. IGARSS (2006)
Franck Daout, Françoise Schmitt, Guillaume Ginolhac
Computation of bistatic RCS with NEC2 in a context of passive ISAR system. IGARSS (2005)
Nicolas Le Bihan, Guillaume Ginolhac
Three-mode data set analysis using higher order subspace method: application to sonar and seismo-acoustic signal processing. Signal Process. 84 (5) (2004)