Guillaume Ginolhac
Orcid: 0000-0001-9318-028X
According to our database1,
Guillaume Ginolhac
authored at least 97 papers
between 2004 and 2025.
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Bibliography
2025
Classification of Buried Objects From Ground Penetrating Radar Images by Using Second-Order Deep Learning Models.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025
2024
Intrinsic Bayesian Cramér-Rao Bound With an Application to Covariance Matrix Estimation.
IEEE Trans. Inf. Theory, December, 2024
Signal Process., January, 2024
A New Statistic for Testing Covariance Equality in High-Dimensional Gaussian Low-Rank Models.
IEEE Trans. Signal Process., 2024
Online change detection in SAR time-series with Kronecker product structured scaled Gaussian models.
Signal Process., 2024
Buried Object Classification from GPR Data by using Second Order Deep Learning Models.
Proceedings of the IGARSS 2024, 2024
Sequential Phase Linking : Progressive Integration of SAR Images for Operational Phase Estimation.
Proceedings of the IGARSS 2024, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Through-The-Wall Radar Imaging With Wall Clutter Removal Via Riemannian Optimization On The Fixed-Rank Manifold.
Proceedings of the IEEE International Conference on Acoustics, 2024
Deep Unrolling of Robust PCA and Convolutional Sparse Coding for Stationary Target Localization in Through Wall Radar Imaging.
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
IEEE Trans. Signal Process., 2023
New Robust Sparse Convolutional Coding Inversion Algorithm for Ground Penetrating Radar Images.
IEEE Trans. Geosci. Remote. Sens., 2023
CoRR, 2023
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.
Signal Process., 2022
A New Phase Linking Algorithm for Multi-temporal InSAR based on the Maximum Likelihood Estimator.
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
On the Use of Geodesic Triangles between Gaussian Distributions for Classification Problems.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Probabilistic PCA From Heteroscedastic Signals: Geometric Framework and Application to Clustering.
IEEE Trans. Signal Process., 2021
IEEE Trans. Signal Process., 2021
Robust mean and covariance matrix estimation under heterogeneous mixed-effects model with missing values.
Signal Process., 2021
MIMO filters based on robust rank-constrained Kronecker covariance matrix estimation.
Signal Process., 2021
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
Change Detection in The Covariance Structure of High-Dimensional Gaussian Low-Rank Models.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed data.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Riemannian geometry for compound Gaussian distributions: Application to recursive change detection.
Signal Process., 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images.
IEEE Trans. Signal Process., 2019
Design of New Wavelet Packets Adapted to High-Resolution SAR Images With an Application to Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2019
Theoretical Performance of Low Rank Adaptive Filters in the Large Dimensional Regime.
IEEE Trans. Aerosp. Electron. Syst., 2019
Performance of the Low-Rank Adaptive Normalized Matched Filter Test Under a Large Dimension Regime.
IEEE Trans. Aerosp. Electron. Syst., 2019
Intrinsic Cramér-Rao Bounds for Scatter and Shape Matrices Estimation in CES Distributions.
IEEE Signal Process. Lett., 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
2018
IEEE Trans. Aerosp. Electron. Syst., 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images.
Proceedings of the 26th European Signal Processing Conference, 2018
Detection of Swerling III-IV rank-one signals in Gaussian noise with unknown statistics.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
Multivariate Linear Time-Frequency modeling and adaptive robust target detection in highly textured monovariate SAR image.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
A subspace approach for shrinkage parameter selection in undersampled configuration for Regularised Tyler Estimators.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Multivariate change detection on high resolution monovariate SAR image using linear time-frequency analysis.
Proceedings of the 25th European Signal Processing Conference, 2017
2016
Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems.
IEEE Trans. Signal Process., 2016
IEEE Trans. Signal Process., 2016
Approximate distribution of the low-rank adaptive normalized matched filter test statistic under the null hypothesis.
IEEE Trans. Aerosp. Electron. Syst., 2016
Signal Process., 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
IEEE Trans. Signal Process., 2015
Multivariate statistical modeling for multi-temporal SAR change detection using wavelet transforms.
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.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
New SAR Algorithm Based on Orthogonal Projections for MMT Detection and Interference Reduction.
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Aerosp. Electron. Syst., 2014
Signal Process., 2014
Low-rank filter and detector for multidimensional data based on an alternative unfolding HOSVD: application to polarimetric STAP.
EURASIP J. Adv. Signal Process., 2014
CFAR property and robustness of the lowrank adaptive normalized matched filters detectors in low rank compound gaussian context.
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.
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
IEEE Trans. Signal Process., 2013
Proceedings of the 21st European Signal Processing Conference, 2013
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.
Proceedings of the 21st European Signal Processing Conference, 2013
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.
IEEE Trans. Signal Process., 2012
Multistatic and Multiple Frequency Imaging Resolution Analysis¿Application to GPS-Based Multistatic Radar.
IEEE Trans. Aerosp. Electron. Syst., 2012
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Traitement du Signal, 2011
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.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Generalized rectification in the L1-norm with application to robust array processing.
Proceedings of the 19th European Signal Processing Conference, 2011
Performances of polarimetric subspace SAR processors for target detection and interference rejection.
Proceedings of the 19th European Signal Processing Conference, 2011
2010
Multifrequency and Multistatic Inverse Synthetic Aperture Radar, with Application to FM Passive Radar.
EURASIP J. Adv. Signal Process., 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Orthogonal polarimetric SAR processor based on signal and interference subspace models.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Signal Process., 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
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.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
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.
Signal Process., 2004