| 2024 | ICASSP | Through-The-Wall Radar Imaging With Wall Clutter Removal Via Riemannian Optimization On The Fixed-Rank Manifold. | Hugo Brehier, Arnaud Breloy, Chengfang Ren, Guillaume Ginolhac |
| 2024 | ICML | Random matrix theory improved Frchet mean of symmetric positive definite matrices. | Florent Bouchard, Ammar Mian, Malik Tiomoko, Guillaume Ginolhac, Frdric Pascal |
| 2024 | IGARSS | Sequential Phase Linking : Progressive Integration of SAR Images for Operational Phase Estimation. | Dana El Hajjar, Yajing Yan, Guillaume Ginolhac, Mohammed Nabil El Korso |
| 2024 | IGARSS | Buried Object Classification from GPR Data by using Second Order Deep Learning Models. | Douba Jafuno, Ammar Mian, Guillaume Ginolhac, Nickolas Stelzenmuller |
| 2023 | IGARSS | Covariance fitting based InSAR Phase Linking. | Phan Viet Hoa Vu, Arnaud Breloy, Frdric Brigui, Yajing Yan, Guillaume Ginolhac |
| 2022 | ICASSP | 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 |
| 2022 | IGARSS | A New Phase Linking Algorithm for Multi-temporal InSAR based on the Maximum Likelihood Estimator. | Phan Viet Hoa Vu, Frdric Brigui, Arnaud Breloy, Yajing Yan, Guillaume Ginolhac |
| 2022 | IGARSS | Classification of GPR Signals Via Covariance Pooling on CNN Features Within a Riemannian Framework. | Matthieu Gallet, Ammar Mian, Guillaume Ginolhac, Nickolas Stelzenmuller |
| 2021 | ICASSP | A Tyler-Type Estimator of Location and Scatter Leveraging Riemannian Optimization. | Antoine Collas, Florent Bouchard, Arnaud Breloy, Chenfang Ren, Guillaume Ginolhac, Jean Philippe Ovarlez |
| 2020 | ICASSP | Riemannian Framework for Robust Covariance Matrix Estimation in Spiked Models. | Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Frdric Pascal |
| 2020 | ICASSP | Riemannian Geometry and Cramr-rao Bound for Blind Separation of Gaussian Sources. | Florent Bouchard, Arnaud Breloy, Alexandre Renaux, Guillaume Ginolhac |
| 2019 | ICASSP | 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 |
| 2019 | ICASSP | An Improved Low Rank Detector in the High Dimensional Regime. | Pascal Vallet, Guillaume Ginolhac, Frdric Pascal, Philippe Forster |
| 2019 | ICML | Random Matrix Improved Covariance Estimation for a Large Class of Metrics. | Malik Tiomoko, Romain Couillet, Florent Bouchard, Guillaume Ginolhac |
| 2019 | IGARSS | Robust Low-Rank Change Detection for Sar Image Time Series. | Ammar Mian, Arnaud Breloy, Guillaume Ginolhac, Jean Philippe Ovarlez |
| 2018 | ACSSC | Detection of Swerling III-IV rank-one signals in Gaussian noise with unknown statistics. | Eric Chaumette, Franois Vincent, Guillaume Ginolhac |
| 2018 | ICASSP | A Robust Change Detector for Highly Heterogeneous Multivariate Images. | Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto |
| 2017 | ICASSP | 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 |
| 2017 | ICASSP | Multivariate Linear Time-Frequency modeling and adaptive robust target detection in highly textured monovariate SAR image. | Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto |
| 2016 | ACSSC | Robust rank constrained kronecker covariance matrix estimation. | Arnaud Breloy, Ying Sun, Prabhu Babu, Guillaume Ginolhac, Daniel Prez Palomar |
| 2015 | ICASSP | Asymptotic performance of the Low Rank Adaptive Normalized Matched Filter in a large dimensional regime. | Alice Combernoux, Frdric Pascal, Guillaume Ginolhac, Marc Lesturgie |
| 2014 | ICASSP | Robust estimation of the clutter subspace for a Low Rank heterogeneous noise under high Clutter to Noise Ratio assumption. | Arnaud Breloy, Guillaume Ginolhac, Frdric Pascal, Philippe Forster |
| 2011 | IGARSS | Contribution of the polarimetric information in order to discriminate target from interference subspaces. Application to FoPen detection with SAR processing. | Frdric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster |
| 2010 | ICASSP | Performance analysis of a Robust Low-Rank STAP filter in low-rank Gaussian clutter. | Guillaume Ginolhac, Philippe Forster |
| 2010 | IGARSS | Orthogonal polarimetric SAR processor based on signal and interference subspace models. | Frdric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster |
| 2010 | IGARSS | Oblique polarimetric SAR processor based on signal and interference subspace models. | Frdric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster |
| 2009 | ICASSP | New polarimetric signal subspace detectors for SAR processors. | Frdric Brigui, Laetitia Thirion-Lefevre, Guillaume Ginolhac, Philippe Forster |
| 2009 | ICASSP | Spatio-temporal adaptive detector in non-homogeneous and low-rank clutter. | Guillaume Ginolhac, Philippe Forster, Jean Philippe Ovarlez, Frdric Pascal |
| 2008 | IGARSS | Multistatic Scenarios for a GPS SAR System. | Frdric Maussang, Franck Daout, Guillaume Ginolhac, Franoise Schmitt |
| 2007 | ICASSP | SAR Processor based on a CFAR Signal or Interference Subspace Detector Matched to Man Made Target Detection in a Forest. | Rmi Durand, Guillaume Ginolhac, Laetitia Thirion, Philippe Forster |
| 2006 | IGARSS | Man Made Target Detection in a Forest with a Subspace Detector SAR Processor. | Rmi Durand, Laetitia Thirion, Guillaume Ginolhac, Philippe Forster |
| 2005 | IGARSS | Computation of bistatic RCS with NEC2 in a context of passive ISAR system. | Franck Daout, Franoise Schmitt, Guillaume Ginolhac |