Florent Chatelain

IEEE Signal Process. Lett., 2024

A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation.

[BibT_eX]

[DOI]

Hugo Lebeau

CoRR, 2024

Sources Separation in Hyperspectral Images for Protoplanets Detection and Characterization.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Polarized Signal Singular Spectrum Analysis with Complex SSA.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources.

[BibT_eX]

[DOI]

Hugo Lebeau

Proceedings of the International Conference on Machine Learning, 2022

2021

Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Performance-Complexity Trade-Off in Large Dimensional Statistics.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

2019

Exact Distribution and High-dimensional Asymptotics for Improperness Test of Complex Signals.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2017

Robust Control of Varying Weak Hyperspectral Target Detection With Sparse Nonnegative Representation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Density Estimation for Compound Cox Processes on Hyperspheres.

[BibT_eX]

[DOI]

Jonathan H. Manton

Proceedings of the Geometric Science of Information - Third International Conference, 2017

Global error control procedure for spatially structured targets.

[BibT_eX]

[DOI]

Raphael Bacher

Olivier J. J. Michel

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Bayesian Model for Multiple Change-Points Detection in Multivariate Time Series.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Isotropic Multiple Scattering Processes on Hyperspheres.

[BibT_eX]

[DOI]

Jonathan H. Manton

IEEE Trans. Inf. Theory, 2016

An adaptive robust regression method: Application to galaxy spectrum baseline estimation.

[BibT_eX]

[DOI]

Raphael Bacher

Olivier J. J. Michel

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Nonparametric Bayesian Extraction of Object Configurations in Massive Data.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Parameter estimation for multiple scattering process on the sphere.

[BibT_eX]

[DOI]

Jonathan H. Manton

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Error control for the detection of rare and weak signatures in massive data.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Non-parametric Bayesian framework for detection of object configurations with large intensity dynamics in highly noisy hyperspectral data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Rank-based multiple change-point detection in multivariate time series.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

A Smooth Transition Model for Multiple-Regime Time Series.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Hierarchical Bayesian learning for electrical transient classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Von Mises-Fisher approximation of multiple scattering process on the hypersphere.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2011

A reversible jump MCMC algorithm for Bayesian curve fitting by using smooth transition regression models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

A Bayesian marked point process for object detection. Application to muse hyperspectral data.

[BibT_eX]

[DOI]

Aude Costard

Olivier J. J. Michel

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Maximum-likelihood estimation of the polarization degree from two multi-look intensity images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Pairwise likelihood estimation for multivariate mixed Poisson models generated by Gamma intensities.

[BibT_eX]

[DOI]

Sophie Lambert-Lacroix

Stat. Comput., 2009

Parameter Estimation for Marked Point Processes. Application to Object Extraction from Remote Sensing Images.

[BibT_eX]

[DOI]

Xavier Descombes

Josiane Zerubia

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

2008

Change Detection in Multisensor SAR Images Using Bivariate Gamma Distributions.

[BibT_eX]

[DOI]

Jordi Inglada

IEEE Trans. Image Process., 2008

Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in internet traffic.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Lois Gamma multivariées pour le traitement d'images radar. (Multivarite Gamma based distributions for RADAR imaging).

[BibT_eX]

[DOI]

PhD thesis, 2007

Bivariate Gamma Distributions for Image Registration and Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2007

Bivariate Gamma Distributions for Multisensor Sar Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Parameter Estimation for Multivariate Mixed Poisson Distributions.

[BibT_eX]

[DOI]

André Ferrari