Research - Publications - Master Positions (0) - PhD Positions (0) - Post-Doc positions (1) - Education - Links

Emmanuel Duflos

Full Professor

Ecole Centrale de Lille
Cité Scientifique
BP 48
59651 Villeneuve d'Ascq Cedex, France

email : emmanuel(dot)duflos(at)ec-lille.fr

From 1987 to 1991, I was in Lille (France) as undergraduate in the Institut Supérieur d'Electronique du Nord an engineer school in the north of France. Then I went for one year in Paris in the University of PARIS XI (Orsay) to prepare a Diplôme d'Etude Approdondie (DEA) in Automatic Control and Signal Processing. From 1992 to 1995 I had PhD position at the University of Toulon where I defended, in September 1995, my Ph.D. thesis in Signal Processing.

From September 1995 to August 2003 I had had a position of teacher at the Institut Supérieur d'Electronique du Nord where I was, from september 1999 to august 2003 the Head of the Signal, System and Communication Departement. In September 1999 I also joined the laboratory LAIL (Laboratoire d'Automatique et d'Informatique Industrielle de Lille) as a researcher. The LAIL have become the LAGIS (Laboratoire d'Automatique, Génie Informatique et Signal) since january 2006. On December 16th, 2002, I obtained the "Habilitation a Diriger des Recherches (HDR)", from the "Université des Sciences et Technologies de Lille" (manuscript now downloadable on Publications page).

In september 2003, I obtained a position of Full Professor at the Ecole Centrale de Lille where I am the Deputy Director, the IT Director and a member of the board of Directors. I am also the head of the "Signal and Image" team of the LAGIS. In April 2006, I've participated to the creation of the INRIA project team SequeL devoted Sequential Learning. SequeL hosted by the INRIA Lille Nord Europe.

Research

My fields of research are Signal Processing and Data Fusion :

Bayesian Analysis of Time series,
Monte-Carlo and Sequential Monte Carlo Methods
Random Measures and Non Parametrical Bayesian Analysis
PHD based Sensors Management, Multisensor Multitarget PHD (Probability Hypothesis Density)
GPS Localization

Conference/Workshop :

Member of the Technical Committees of FUSION 2007, FUSION 2008, FUSION 2009, FUSION 2010, FUSION 2011, AISTAT 2011, GRETSI 2011

Co-organizer of :

Workshop Accurate Localization for Land Transportation - Paris - June 2009
Workshop on Belief Functions - Brest - April 2010
Seminar Avancées en Traitement du Signal et en Fusion pour la Localisation - GDR ISIS - June 3rd 2010
Worshop Filtering, MCMC, ABC - Lille - 28-29 March 2011 NEW

Distinction :

Senior Member IEEE
Senior Member SEE

Please note: I do not accept summer intern students from IITs. So please do not email me a request for a summer internship.

Publications

Emmanuel Delande, Emmanuel Duflos, Philippe Vanheeghe, Dominique Heurguier, 'MULTI-SENSOR PHD: CONSTRUCTION AND IMPLEMENTATION BY SPACE PARTIONING', accepted at ICASSP 2011, Pragues, May 2011 (download preprint here) NEW

Nouha Jaoua, Emmanuel Duflos, Philippe Vanheeghe, Laurent Clavier, François Septier, 'IMPULSIVE INTERFERENCE MITIGATION IN AD HOC NETWORKS BASED ON ALPHA-STABLE MODELING AND PARTICLE FILTERING', accepted at ICASSP 2011, Pragues, May 2011 (download preprint here) NEW

Hachem Kadri, Emmanuel Duflos, Philippe Preux, 'LEARNING VOCAL TRACT VARIABLES WITH MULTI-TASK KERNELS', accepted at ICASSP 2011, Pragues, May 2011 NEW

Asma Rabaoui, Nicolas Viandier, Juliette Marais, Emmanuel Duflos, ‘SELECTING THE HYPERPARAMETERS OF THE DPM MODELS FOR THE DENSITY ESTIMATION OF OBSERVATION ERRORS', accepted at ICASSP 2011, Pragues, May 2011 (download preprint here) NEW

Kadri H., Duflos E., Canu S. Preux P., Davy M., Non linear Functional Regression : a functional RKHS approach, Proceedings of AISTAT 2010, May 2010 (6 pages – CDROM) , download preprint here. NEW

Juliette Marais, N. Viandier, A. Rabaoui Emmanuel Duflos, GNSS multipath bias models for accurate positioning in urban environments, ITST 2010, 9-11 nov. 2010, Kyoto, Japon. NEW

Juliette Marais, Emmanuel Duflos, N. Viandier, D.F. Nahimana, A. Rabaoui, Advanced signal processing techniques for multipath mitigation in land transportation environment, ITSC 2010, session spéciale "Advances in Positioning and Map-Matching and Applications", Sept. Madère, 2010. NEW

Emmanuel Delande, Emmanuel Duflos, Dominique Heurguiez, Philippe Vanheeghe "Multi-target PHD filtering: proposition of extensions to the multi-sensor case", INRIA report NEW

Proceedings edition : E Duflos, J Marais, F. Peyret, P. Bonnifait, R. Chapuis, Proceedings du Workshop Localisation Précise et Sure, Paris, 2010, Actes INRETS n°125 NEW

My full list of publications

Journal papers and book chapters (Updated February 7, 2011) NEW
Conference proceedings (Updated February 7, 2011) NEW
Books (In french) (Updated April 29, 2008)

Master positions (or Engineer Internship)

PhD positions

Post-doctoral positions

Efficient Multisensor - Multitarget PHD Algorithms Implementations : you MUST apply on the web site of INRIA; don't send me an email.

Education (mainly in French)

I have (or I've had!) classes in the following fields : Computer Sciences, Signal Processing, Automatic Control and Statistics. See my education page for more details. NEW

In 2010 I've created a new subject-oriented field (435h / student) at the Ecole Centrale in Lille. This field is called Information and Systèmes Décisionnels (Information and Decisional Systems) and is dedicated to Statistical Signal Processing, Machine Learning, Statistical Finacial Modelling, Automatic Control and Robotics. Y'ou'll find a short description of this subject-oriented field here and a detailed one here . Don't hesitate to send me an email if you need an description in english. NEW

Links

Conferences : AISTAT 2011, GRETSI 2011, FUSION 2011

Groups: INRIA SequeL Team Project - GDR ISIS

People: Francois Caron - Manuel Davy - Philippe Preux - Remi Munos - Philippe Vanheeghe -

Research - Publications - Master Positions - PhD Positions - Post-Doc positions - Education - Links

Last update: February 7, 2011

visitors since October 26, 2006