Guillaume Ginolhac

According to our database, Guillaume Ginolhac authored at least 89 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Hugo Brehier, Arnaud Breloy, Chengfang Ren, Guillaume Ginolhac

Signal Process., January, 2024

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

Rémi Beisson, Pascal Vallet, Audrey Giremus, Guillaume Ginolhac

IEEE Trans. Signal Process., 2024

2023

Riemannian Optimization for Non-Centered Mixture of Scaled Gaussian Distributions.

Antoine Collas, Arnaud Breloy, Chengfang Ren, Guillaume Ginolhac, Jean Philippe Ovarlez

IEEE Trans. Signal Process., 2023

Robust Phase Linking in InSAR.

Phan Viet Hoa Vu, Arnaud Breloy, Frédéric Brigui, Yajing Yan, Guillaume Ginolhac

IEEE Trans. Geosci. Remote. Sens., 2023

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

Matthieu Gallet, Ammar Mian, Guillaume Ginolhac, Esa Ollila, Nickolas Stelzenmuller

IEEE Trans. Geosci. Remote. Sens., 2023

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

Florent Bouchard, Alexandre Renaux, Guillaume Ginolhac, Arnaud Breloy

CoRR, 2023

The Fisher-Rao geometry of CES distributions.

Florent Bouchard, Arnaud Breloy, Antoine Collas, Alexandre Renaux, Guillaume Ginolhac

CoRR, 2023

Covariance fitting based InSAR Phase Linking.

Phan Viet Hoa Vu, Arnaud Breloy, Frédéric Brigui, Yajing Yan, Guillaume Ginolhac

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

2022

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

Alexandre Hippert-Ferrer, Mohammed Nabil El Korso, Arnaud Breloy, Guillaume Ginolhac

Signal Process., 2022

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

Phan Viet Hoa Vu, Frédéric Brigui, Arnaud Breloy, Yajing Yan, Guillaume Ginolhac

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

Classification of GPR Signals Via Covariance Pooling on CNN Features Within a Riemannian Framework.

Matthieu Gallet, Ammar Mian, Guillaume Ginolhac, Nickolas Stelzenmuller

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

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

Antoine Collas, Florent Bouchard, Guillaume Ginolhac, Arnaud Breloy, Chengfang Ren, Jean Philippe Ovarlez

Proceedings of the IEEE International Conference on Acoustics, 2022

Robust Geometric Metric Learning.

Antoine Collas, Arnaud Breloy, Guillaume Ginolhac, Chengfang Ren, Jean Philippe Ovarlez

Proceedings of the 30th European Signal Processing Conference, 2022

Robust PCA for Through-the-Wall Radar Imaging.

Hugo Brehier, Arnaud Breloy, Chengfang Ren, Israel Hinostroza, Guillaume Ginolhac

Proceedings of the 30th European Signal Processing Conference, 2022

2021

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

Antoine Collas, Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Chengfang Ren, Jean Philippe Ovarlez

IEEE Trans. Signal Process., 2021

A Riemannian Framework for Low-Rank Structured Elliptical Models.

Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Alexandre Renaux, Frédéric Pascal

IEEE Trans. Signal Process., 2021

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

Alexandre Hippert-Ferrer, Mohammed Nabil El Korso, Arnaud Breloy, Guillaume Ginolhac

Signal Process., 2021

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

Arnaud Breloy, Guillaume Ginolhac, Yongchan Gao, Frédéric Pascal

Signal Process., 2021

On Change Detection for Polsar Image Time Series: A New Clustering Approach.

Violeta Roizman, Guillaume Ginolhac, Matthieu Jonckheere, Frédéric Pascal

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Change Detection in The Covariance Structure of High-Dimensional Gaussian Low-Rank Models.

Rémi Beisson, Pascal Vallet, Audrey Giremus, Guillaume Ginolhac

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

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

Antoine Collas, Florent Bouchard, Arnaud Breloy, Chenfang Ren, Guillaume Ginolhac, Jean Philippe Ovarlez

Proceedings of the IEEE International Conference on Acoustics, 2021

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

Florent Bouchard, Arnaud Breloy, Ammar Mian, Guillaume Ginolhac

Proceedings of the 29th European Signal Processing Conference, 2021

2020

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

Ammar Mian, Antoine Collas, Arnaud Breloy, Guillaume Ginolhac, Jean Philippe Ovarlez

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

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

Florent Bouchard, Ammar Mian, Jialun Zhou, Salem Said, Guillaume Ginolhac, Yannick Berthoumieu

Signal Process., 2020

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

Florent Bouchard, Arnaud Breloy, Alexandre Renaux, Guillaume Ginolhac

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Riemannian Framework for Robust Covariance Matrix Estimation in Spiked Models.

Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Alexandre Renaux

Proceedings of the 28th European Signal Processing Conference, 2020

2019

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

Ammar Mian, Guillaume Ginolhac, Jean Philippe Ovarlez, Abdourrahmane Mahamane Atto

IEEE Trans. Signal Process., 2019

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

Ammar Mian, Jean Philippe Ovarlez, Abdourrahmane Mahamane Atto, Guillaume Ginolhac

IEEE Trans. Geosci. Remote. Sens., 2019

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

Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac, Marc Lesturgie

IEEE Trans. Aerosp. Electron. Syst., 2019

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

Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac

IEEE Trans. Aerosp. Electron. Syst., 2019

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

Arnaud Breloy, Guillaume Ginolhac, Alexandre Renaux, Florent Bouchard

IEEE Signal Process. Lett., 2019

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

Ammar Mian, Arnaud Breloy, Guillaume Ginolhac, Jean Philippe Ovarlez

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

Random Matrix Improved Covariance Estimation for a Large Class of Metrics.

Malik Tiomoko, Romain Couillet, Florent Bouchard, Guillaume Ginolhac

Proceedings of the 36th International Conference on Machine Learning, 2019

An Improved Low Rank Detector in the High Dimensional Regime.

Pascal Vallet, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster

Proceedings of the IEEE International Conference on Acoustics, 2019

Designing Sar Images Change-point Estimation Strategies Using an Mse Lower Bound.

Ammar Mian, Lucien Bacharach, Guillaume Ginolhac, Alexandre Renaux, Mohammed Nabil El Korso, Jean Philippe Ovarlez

Proceedings of the IEEE International Conference on Acoustics, 2019

Performance Analysis of a Low-Rank Detector Under Training Data Contamination.

Pascal Vallet, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster

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

2018

New Low-Rank Filters for MIMO-STAP Based on an Orthogonal Tensorial Decomposition.

Frédéric Brigui, Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal

IEEE Trans. Aerosp. Electron. Syst., 2018

A Robust Change Detector for Highly Heterogeneous Multivariate Images.

Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images.

Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto

Proceedings of the 26th European Signal Processing Conference, 2018

Detection of Swerling III-IV rank-one signals in Gaussian noise with unknown statistics.

Eric Chaumette, François Vincent, Guillaume Ginolhac

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Robust adaptive detection of buried pipes using GPR.

Q. Hoarau, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas

Signal Process., 2017

Multivariate Linear Time-Frequency modeling and adaptive robust target detection in highly textured monovariate SAR image.

Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

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

Q. Hoarau, Arnaud Breloy, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Multivariate change detection on high resolution monovariate SAR image using linear time-frequency analysis.

Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto

Proceedings of the 25th European Signal Processing Conference, 2017

2016

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

Ying Sun, Arnaud Breloy, Prabhu Babu, Daniel P. Palomar, Frédéric Pascal, Guillaume Ginolhac

IEEE Trans. Signal Process., 2016

Robust Covariance Matrix Estimation in Heterogeneous Low Rank Context.

Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster

IEEE Trans. Signal Process., 2016

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

Guillaume Ginolhac, Philippe Forster

IEEE Trans. Aerosp. Electron. Syst., 2016

Derivation of the theoretical performance of a Tensor MUSIC algorithm.

Philippe Forster, Guillaume Ginolhac, Maxime Boizard

Signal Process., 2016

A robust signal subspace estimator.

Arnaud Breloy, Ying Sun, Prabhu Babu, Guillaume Ginolhac, Daniel Pérez Palomar, Frédéric Pascal

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Robust adaptive detection of buried pipes using GPR.

Q. Hoarau, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas, Jean Philippe Ovarlez

Proceedings of the 24th European Signal Processing Conference, 2016

Robust rank constrained kronecker covariance matrix estimation.

Arnaud Breloy, Ying Sun, Prabhu Babu, Guillaume Ginolhac, Daniel Pérez Palomar

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

2015

Clutter Subspace Estimation in Low Rank Heterogeneous Noise Context.

Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster

IEEE Trans. Signal Process., 2015

Multivariate statistical modeling for multi-temporal SAR change detection using wavelet transforms.

Nizar Bouhlel, Guillaume Ginolhac, Eric Jolibois, Abdourrahmane M. Atto

Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Asymptotic performance of the Low Rank Adaptive Normalized Matched Filter in a large dimensional regime.

Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac, Marc Lesturgie

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

New SAR Algorithm Based on Orthogonal Projections for MMT Detection and Interference Reduction.

Frédéric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster

IEEE Trans. Geosci. Remote. Sens., 2014

New SAR target imaging algorithm based on oblique projection for clutter reduction.

Frédéric Brigui, Guillaume Ginolhac, Laetitia Thirion-Lefevre, Philippe Forster

IEEE Trans. Aerosp. Electron. Syst., 2014

Exploiting persymmetry for low-rank Space Time Adaptive Processing.

Guillaume Ginolhac, Philippe Forster, Frédéric Pascal, Jean Philippe Ovarlez

Signal Process., 2014

Low-rank filter and detector for multidimensional data based on an alternative unfolding HOSVD: application to polarimetric STAP.

Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster

EURASIP J. Adv. Signal Process., 2014

CFAR property and robustness of the lowrank adaptive normalized matched filters detectors in low rank compound gaussian context.

Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster

Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Robust estimation of the clutter subspace for a Low Rank heterogeneous noise under high Clutter to Noise Ratio assumption.

Arnaud Breloy, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Performance of Two Low-Rank STAP Filters in a Heterogeneous Noise.

Guillaume Ginolhac, Philippe Forster, Frédéric Pascal, Jean Philippe Ovarlez

IEEE Trans. Signal Process., 2013

Random matrix theory applied to low rank stap detection.

Alice Combernoux, Frédéric Pascal, Guillaume Ginolhac, Marc Lesturgie

Proceedings of the 21st European Signal Processing Conference, 2013

Maximum likelihood estimation of clutter subspace in non homogeneous noise context.

Arnaud Breloy, Luc Le Magoarou, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster

Proceedings of the 21st European Signal Processing Conference, 2013

Numerical performance of a tensor MUSIC algorithm based on HOSVD for a mixture of polarized sources.

Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Sebastian Miron, Philippe Forster

Proceedings of the 21st European Signal Processing Conference, 2013

Multidimensional low-rank filter based on the AU-HOSVD for MIMO STAP.

Maxime Boizard, Frédéric Brigui, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster, Hong-Bo Sun

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012

Derivation of the Bias of the Normalized Sample Covariance Matrix in a Heterogeneous Noise With Application to Low Rank STAP Filter.

Guillaume Ginolhac, Philippe Forster, Frédéric Pascal, Jean Philippe Ovarlez

IEEE Trans. Signal Process., 2012

Multistatic and Multiple Frequency Imaging Resolution Analysis¿Application to GPS-Based Multistatic Radar.

Franck Daout, Françoise Schmitt, Guillaume Ginolhac, Philippe Fargette

IEEE Trans. Aerosp. Electron. Syst., 2012

Low Rank Tensor STAP filter based on multilinear SVD.

Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster

Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012

A new tool for multidimensional low-rank STAP filter: Cross HOSVDs.

Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Traitement STAP et modélisation SIRV : robustesse et persymétrie.

Jean Philippe Ovarlez, Frédéric Pascal, Philippe Forster, Guillaume Ginolhac, Mélanie Mahot

Traitement du Signal, 2011

STAP à rang réduit, robuste et persymétrique.

Guillaume Ginolhac, Philippe Forster, Jean Philippe Ovarlez, Frédéric Pascal

Traitement du Signal, 2011

Back Projection Version of Subspace Detector SAR Processors.

Rémi Durand, Guillaume Ginolhac, Laetitia Thirion-Lefevre, Philippe Forster

IEEE Trans. Aerosp. Electron. Syst., 2011

Contribution of the polarimetric information in order to discriminate target from interference subspaces. Application to FoPen detection with SAR processing.

Frédéric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Generalized rectification in the L1-norm with application to robust array processing.

Alice Combernoux, Guillaume Ginolhac, Philippe Forster

Proceedings of the 19th European Signal Processing Conference, 2011

Performances of polarimetric subspace SAR processors for target detection and interference rejection.

Frédéric Brigui, Guillaume Ginolhac, Laetitia Thirion-Lefevre, Philippe Forster

Proceedings of the 19th European Signal Processing Conference, 2011

2010

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

Guillaume Ginolhac, Françoise Schmitt, Franck Daout, Philippe Forster

EURASIP J. Adv. Signal Process., 2010

Oblique polarimetric SAR processor based on signal and interference subspace models.

Frédéric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Orthogonal polarimetric SAR processor based on signal and interference subspace models.

Frédéric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Performance analysis of a Robust Low-Rank STAP filter in low-rank Gaussian clutter.

Guillaume Ginolhac, Philippe Forster

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

A procedure for efficient estimation of multiple parameters in some nonlinear cases.

Guillaume Ginolhac, Philippe Forster

Signal Process., 2009

Spatio-temporal adaptive detector in non-homogeneous and low-rank clutter.

Guillaume Ginolhac, Philippe Forster, Jean Philippe Ovarlez, Frédéric Pascal

Proceedings of the IEEE International Conference on Acoustics, 2009

New polarimetric signal subspace detectors for SAR processors.

Frédéric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Multistatic Scenarios for a GPS SAR System.

Frédéric Maussang, Franck Daout, Guillaume Ginolhac, Françoise Schmitt

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

SAR Processor based on a CFAR Signal or Interference Subspace Detector Matched to Man Made Target Detection in a Forest.

Rémi Durand, Guillaume Ginolhac, Laetitia Thirion, Philippe Forster

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Man Made Target Detection in a Forest with a Subspace Detector SAR Processor.

Rémi Durand, Laetitia Thirion, Guillaume Ginolhac, Philippe Forster

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

New SAR processor based on a subspace detector.

Rémi Durand, Guillaume Ginolhac, Philippe Forster, Laetitia Thirion

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Computation of bistatic RCS with NEC2 in a context of passive ISAR system.

Franck Daout, Françoise Schmitt, Guillaume Ginolhac

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004

Three-mode data set analysis using higher order subspace method: application to sonar and seismo-acoustic signal processing.

Nicolas Le Bihan, Guillaume Ginolhac

Signal Process., 2004