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General Information
Detailed CV (pdf)
Statistics: Parametric and Non-parametric inference, Bayesian methods, Computational statistics, Time series, Space-state models
Applied Statistics: Signal Processing (Estimation-detection, Filtering), Environment (Source estimation, dispersion modelling)
Publications
(point on the title to see
the
abstract)
Work in progress
Adaptive algorithms for the estimation of source term in a complex atmospheric release,
with Francois Septier and Patrick Armand.
Gaussian Process for source position estimation of a pollutant release in a city,
with Francois Septier and Patrick Armand.
Signal Change Detection with Gaussian Process Kernel Change Detection,
with Francois Septier, Gareth Peters and Ido Nevat.
Modeling An Atmospheric Dispersion with Gaussian Process-Zero Inflated Poisson distribution,
with Francois Septier, Gareth Peters and Ido Nevat.
On the Bayesian source estimation consistency for the Gaussian Plume,
with Francois Septier.
Trajectory Parameter Estimation with Time of Closest Point Information.
Multitarget tracking with binary derivative observations.
Journal papers
[1] Track estimation with binary derivative observations,
preprint, arXiv:1204.5388 [cs.IT].
[2] On the effect of data contamination on track purity,
with Jean Pierre Le Cadre, to appear in IEEE Transaction on AES.
Conference papers
[3] Estimating a CBRN atmospheric release in a complex environment using Gaussian Processes,
with Francois Septier and Patrick Armand, Fusion'12, Singapour, Singapour, July 2012.
[4] Localisation de sources polluantes depuis un reseau de capteurs,
with Francois Septier, Yves Delignon, Patrick Armand, Hichem Snoussi and Paul Honeine, GIS 3'SGS workshop, Valenciennes, France, October 2011.
[5] Suivi de cibles a l'aide d'un reseau de capteurs,
with Jean Pierre Le Cadre, 22e Colloque GRETSI, Dijon, France, September 2009.
[6] Bi-target tracking within a binary sensor network,
with Jean Pierre Le Cadre, Fusion'09, Seattle, USA, July 2009.
[7] Target tracking within a binary sensor network,
with Jean Pierre Le Cadre , ISSNIP'08, Sydney, Australia, December 2008.
[8] A new method for target trajectory estimation within a binary sensor network,
with Jean Pierre Le Cadre, ECCV'08, Marseille, France, October 2008.
[9] Target trajectory estimation within a sensor network,
with Jean Pierre le Cadre, Fusion'08, Cologne, Germany, July 2008.
[10] On the effect of data contamination for multitarget tracking, part I,
with Jean Pierre Le Cadre, Fusion'07, Quebec, Canada, July 2007.
[11] On the effect of data contamination for multitarget tracking, part II,
with Jean Pierre Le Cadre, Fusion'07, Quebec, Canada, July 2007.
Theses
[12] Methodes d'estimation statistique pour le suivi de cibles a l'aide d'un reseau de capteurs,
PhD dissertation, University of Rennes 1.
[13] Evaluation des performances de pistage multicible en environement dense,
MSc dissertation, University of Rennes 1.
Technical Reports
[14] Methodes de Monte-Carlo adaptatives pour la caracterisation de termes de sources.
Technical report, CEA, EOTP A-54300-05-07-AW-26, March 2012
[15] Statistic Estimation for Particle Clouds with Lagrangian Stochastic Algorithms.
Technical report, CEA, EOTP A-24300-01-01-AW-20, November 2011
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