Frédéric Pascal
Orcid: 0000-0003-0196-6395Affiliations:
- Laboratoire SONDRA de Supelec
According to our database1,
Frédéric Pascal
authored at least 137 papers
between 2004 and 2024.
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Bibliography
2024
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024
2023
Covariance Matrix Estimation of Texture Correlated Compound-Gaussian Vectors for Adaptive Radar Detection.
IEEE Trans. Aerosp. Electron. Syst., June, 2023
A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data.
IEEE Trans. Signal Process., 2023
Affine Equivariant Tyler's M-Estimator Applied to Tail Parameter Learning of Elliptical Distributions.
IEEE Signal Process. Lett., 2023
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Elliptical Wishart Distribution: Maximum Likelihood Estimator from Information Geometry.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
2022
Joint Estimation of Location and Scatter in Complex Elliptically Symmetric Distributions.
J. Signal Process. Syst., 2022
A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models.
Proceedings of the IEEE International Conference on Acoustics, 2022
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
IEEE Trans. Signal Process., 2021
IEEE Trans. Signal Process., 2021
Special issue on statistical signal processing solutions and advances for data science: Complex, dynamic and large-scale settings.
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
Improved estimation of the degree of freedom parameter of multivariate $t$-distribution.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
Robust Semiparametric Efficient Estimators in Complex Elliptically Symmetric Distributions.
IEEE Trans. Signal Process., 2020
Improving portfolios global performance using a cleaned and robust covariance matrix estimate.
Soft Comput., 2020
Signal Process., 2020
Robust Semiparametric Joint Estimators of Location and Scatter in Elliptical Distributions.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 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
Proceedings of the 28th European Signal Processing Conference, 2020
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
IEEE Geosci. Remote. Sens. Lett., 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
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
2018
IEEE Trans. Signal Process., 2018
Optimal Design of the Adaptive Normalized Matched Filter Detector Using Regularized Tyler Estimators.
IEEE Trans. Aerosp. Electron. Syst., 2018
IEEE Trans. Aerosp. Electron. Syst., 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Improving Portfolios Global Performance with Robust Covariance Matrix Estimation: Application to the Maximum Variety Portfolio.
Proceedings of the 26th European Signal Processing Conference, 2018
2017
IEEE Signal Process. Lett., 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
New model order selection in large dimension regime for complex elliptically symmetric noise.
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
2016
Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems.
IEEE Trans. Signal Process., 2016
IEEE Trans. Signal Process., 2016
IEEE Trans. Signal Process., 2016
Traitement du Signal, 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
A Bayesian Nonparametric Model Coupled with a Markov Random Field for Change Detection in Heterogeneous Remote Sensing Images.
SIAM J. Imaging Sci., 2016
Second order statistics of robust estimators of scatter. Application to GLRT detection for elliptical signals.
J. Multivar. Anal., 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
IEEE Trans. Signal Process., 2015
A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors.
IEEE Trans. Image Process., 2015
IEEE Signal Process. Lett., 2015
The random matrix regime of Maronna's M-estimator with elliptically distributed samples.
J. Multivar. Anal., 2015
Change detection for optical and radar images using a Bayesian nonparametric model coupled with a Markov random field.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 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
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Anomaly detection and estimation in hyperspectral imaging using Random Matrix Theory tools.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
Asymptotic detection performance analysis of the robust Adaptive Normalized Matched Filter.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
2014
Generalized Robust Shrinkage Estimator and Its Application to STAP Detection Problem.
IEEE Trans. Signal Process., 2014
IEEE Trans. Inf. Theory, 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
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 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
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
A multivariate statistical model for multiple images acquired by homogeneous or heterogeneous sensors.
Proceedings of the IEEE International Conference on Acoustics, 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
IEEE Trans. Signal Process., 2013
IEEE Trans. Signal Process., 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
A joint robust estimation and random matrix framework with application to array processing.
Proceedings of the IEEE International Conference on Acoustics, 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
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
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
A class of robust estimates for detection in hyperspectral images using elliptical distributions background.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012
Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Traitement du Signal, 2011
Optimal Parameter Estimation in Heterogeneous Clutter for High-Resolution Polarimetric SAR Data.
IEEE Geosci. Remote. Sens. Lett., 2011
IEEE J. Sel. Top. Signal Process., 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
On the extension of the product model in POLSAR processing for unsupervised classification using information geometry of covariance matrices.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011
2010
Coherency Matrix Estimation of Heterogeneous Clutter in High-Resolution Polarimetric SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2010
Signal Process., 2010
Signal Process., 2010
IEEE J. Sel. Top. Signal Process., 2010
Optimal parameter estimation in heterogeneous clutter for high resolution polarimetric SAR data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Estimation and Segmentation in Non-Gaussian POLSAR Clutter by SIRV Stochastic Processes.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter Models.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
IEEE Trans. Signal Process., 2008
Covariance Structure Maximum-Likelihood Estimates in Compound Gaussian Noise: Existence and Algorithm Analysis.
IEEE Trans. Signal Process., 2008
Exact Maximum Likelihood Estimates for SIRV Covariance Matrix: Existence and Algorithm Analysis.
IEEE Trans. Signal Process., 2008
Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
An empirical likelihood method for data aided channel identification in unknown noise field.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
First- and Second-Order Moments of the Normalized Sample Covariance Matrix of Spherically Invariant Random Vectors.
IEEE Signal Process. Lett., 2007
2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Theoretical analysis of an improved covariance matrix estimator in non-Gaussian noise [radar detection applications].
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Proceedings of the 2004 12th European Signal Processing Conference, 2004