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ORCIDFlorent Chatelain
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2020 – today
- 2024
[j9]Hugo Lebeau
, Florent Chatelain, Romain Couillet:
Asymptotic Gaussian Fluctuations of Eigenvectors in Spectral Clustering. IEEE Signal Process. Lett. 31: 1920-1924 (2024)- [c23]R. Julo, Florent Chatelain, M. Bonnefoy, Olivier J. J. Michel, O. Flasseur, P. Delorme, S. Jorquera:
Sources Separation in Hyperspectral Images for Protoplanets Detection and Characterization. EUSIPCO 2024: 2357-2361 - [i4]Hugo Lebeau, Florent Chatelain, Romain Couillet:
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation. CoRR abs/2402.03169 (2024) - [i3]Hugo Lebeau, Florent Chatelain, Romain Couillet:
Asymptotic Gaussian Fluctuations of Eigenvectors in Spectral Clustering. CoRR abs/2402.12302 (2024) - 2023
- [c22]Sébastien Journé, Nicolas Le Bihan, Florent Chatelain, Julien Flamant:
Polarized Signal Singular Spectrum Analysis with Complex SSA. ICASSP 2023: 1-5 - 2022
- [c21]Hugo Lebeau, Romain Couillet, Florent Chatelain:
A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources. ICML 2022: 12253-12281 - 2021
- [c20]Romain Couillet, Florent Chatelain, Nicolas Le Bihan:
Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering. ICML 2021: 2156-2165 - [i2]Romain Couillet, Florent Chatelain, Nicolas Le Bihan:
Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering. CoRR abs/2102.12293 (2021) - 2020
- [c19]Tayeb Zarrouk, Romain Couillet, Florent Chatelain, Nicolas Le Bihan:
Performance-Complexity Trade-Off in Large Dimensional Statistics. MLSP 2020: 1-6
2010 – 2019
- 2019
- [c18]Florent Chatelain, Nicolas Le Bihan:
Exact Distribution and High-dimensional Asymptotics for Improperness Test of Complex Signals. ICASSP 2019: 8509-8513 - 2017
- [j8]Raphael Bacher, Celine Meillier, Florent Chatelain, Olivier J. J. Michel:
Robust Control of Varying Weak Hyperspectral Target Detection With Sparse Nonnegative Representation. IEEE Trans. Signal Process. 65(13): 3538-3550 (2017) - [c17]Raphael Bacher, Florent Chatelain, Olivier J. J. Michel:
Global error control procedure for spatially structured targets. EUSIPCO 2017: 206-210 - [c16]Florent Chatelain, Nicolas Le Bihan, Jonathan H. Manton:
Density Estimation for Compound Cox Processes on Hyperspheres. GSI 2017: 684-691 - 2016
- [j7]Nicolas Le Bihan, Florent Chatelain, Jonathan H. Manton:
Isotropic Multiple Scattering Processes on Hyperspheres. IEEE Trans. Inf. Theory 62(10): 5740-5752 (2016) - [j6]Flore Harle, Florent Chatelain, Cédric Gouy-Pailler, Sophie Achard:
Bayesian Model for Multiple Change-Points Detection in Multivariate Time Series. IEEE Trans. Signal Process. 64(16): 4351-4362 (2016) - [c15]Raphael Bacher, Florent Chatelain, Olivier J. J. Michel:
An adaptive robust regression method: Application to galaxy spectrum baseline estimation. ICASSP 2016: 4423-4427 - 2015
- [j5]Celine Meillier, Florent Chatelain, Olivier J. J. Michel, Hacheme Ayasso:
Nonparametric Bayesian Extraction of Object Configurations in Massive Data. IEEE Trans. Signal Process. 63(8): 1911-1924 (2015) - [c14]Celine Meillier, Florent Chatelain, Olivier J. J. Michel, Hacheme Ayasso:
Error control for the detection of rare and weak signatures in massive data. EUSIPCO 2015: 1974-1978 - [c13]Florent Chatelain, Nicolas Le Bihan, Jonathan H. Manton:
Parameter estimation for multiple scattering process on the sphere. ICASSP 2015: 3976-3980 - 2014
- [c12]Flore Harle, Florent Chatelain, Cédric Gouy-Pailler, Sophie Achard:
Rank-based multiple change-point detection in multivariate time series. EUSIPCO 2014: 1337-1341 - [c11]Celine Meillier, Florent Chatelain, Olivier J. J. Michel, Hacheme Ayasso:
Non-parametric Bayesian framework for detection of object configurations with large intensity dynamics in highly noisy hyperspectral data. ICASSP 2014: 1886-1890 - [i1]Nicolas Le Bihan, Florent Chatelain, Jonathan H. Manton:
Isotropic Multiple Scattering Processes on Hyperspheres. CoRR abs/1408.2887 (2014) - 2013
- [j4]Matthieu Sanquer, Florent Chatelain, Mabrouka El-Guedri, Nadine Martin:
A Smooth Transition Model for Multiple-Regime Time Series. IEEE Trans. Signal Process. 61(7): 1835-1847 (2013) - [c10]Matthieu Sanquer, Florent Chatelain, Mabrouka El-Guedri, Nadine Martin:
Hierarchical Bayesian learning for electrical transient classification. ICASSP 2013: 3442-3446 - [c9]Florent Chatelain, Nicolas Le Bihan:
Von Mises-Fisher approximation of multiple scattering process on the hypersphere. ICASSP 2013: 6461-6465 - 2011
- [c8]Florent Chatelain, Aude Costard, Olivier J. J. Michel:
A Bayesian marked point process for object detection. Application to muse hyperspectral data. ICASSP 2011: 3628-3631 - [c7]Matthieu Sanquer, Florent Chatelain, Mabrouka El-Guedri, Nadine Martin:
A reversible jump MCMC algorithm for Bayesian curve fitting by using smooth transition regression models. ICASSP 2011: 3960-3963 - 2010
- [c6]Reza Shirvany, Marie Chabert, Florent Chatelain, Jean-Yves Tourneret:
Maximum-likelihood estimation of the polarization degree from two multi-look intensity images. ICASSP 2010: 1198-1201
2000 – 2009
- 2009
- [j3]Florent Chatelain, Sophie Lambert-Lacroix, Jean-Yves Tourneret:
Pairwise likelihood estimation for multivariate mixed Poisson models generated by Gamma intensities. Stat. Comput. 19(3): 283-301 (2009) - [c5]Florent Chatelain, Xavier Descombes, Josiane Zerubia:
Parameter Estimation for Marked Point Processes. Application to Object Extraction from Remote Sensing Images. EMMCVPR 2009: 221-234 - 2008
- [j2]Florent Chatelain, Jean-Yves Tourneret, Jordi Inglada:
Change Detection in Multisensor SAR Images Using Bivariate Gamma Distributions. IEEE Trans. Image Process. 17(3): 249-258 (2008) - [c4]Florent Chatelain, Pierre Borgnat, Jean-Yves Tourneret, Patrice Abry:
Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in internet traffic. ICASSP 2008: 3489-3492 - 2007
- [b1]Florent Chatelain:
Lois Gamma multivariées pour le traitement d'images radar. (Multivarite Gamma based distributions for RADAR imaging). National Polytechnic Institute of Toulouse, France, 2007 - [j1]Florent Chatelain, Jean-Yves Tourneret, Jordi Inglada, André Ferrari:
Bivariate Gamma Distributions for Image Registration and Change Detection. IEEE Trans. Image Process. 16(7): 1796-1806 (2007) - [c3]Florent Chatelain, Jean-Yves Tourneret:
Bivariate Gamma Distributions for Multisensor Sar Images. ICASSP (3) 2007: 1237-1240 - 2006
- [c2]Florent Chatelain, Jean-Yves Tourneret, Jordi Inglada, André Ferrari:
Parameter estimation for multivariate gamma distributions. EUSIPCO 2006: 1-4 - [c1]Florent Chatelain, André Ferrari, Jean-Yves Tourneret:
Parameter Estimation for Multivariate Mixed Poisson Distributions. ICASSP (3) 2006: 684-687
Coauthor Index
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last updated on 2024-11-07 20:28 CET by the dblp team
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