Sébastien Marcel

EPFL E E-DOC EDEE-ENS

Unité: EDEE-ENS

EPFL STI IEL LIDIAP
INF 136 (Bâtiment INF)
Station 14
CH-1015 Lausanne

Site web: http://idiap.epfl.ch/
Unité: LIDIAP

EPFL STI STI-SEL SEL-ENS

Unité: SEL-ENS

Données administratives

Compétences

image processing, pattern recognition, machine learning, biometrics


Parcours professionnel

Senior research scientist Biometrics Idiap research institute since 2008
Visiting Associate Professor Pattern Recognition and Applications Group University of Cagliari (Italy) Jan-Feb 2010
Research scientist Idiap research institute 2005-2007
Postdoctoral researcher Dalle Molle Institute for Perceptual Artificial Intelligence 2000-2004
Research Engineer Neural Networks for Telecom Applications (TNT) France Telecom R&D (Orange Labs) 1997-2000

Education

PhD Signal processing Universit� de Rennes I (France) 1997-2000
Master in research Artificial Intelligence Universit� Paul Sabatier Toulouse (France) 1996

Publications

Enseignement & Phd

Enseignement

  • Electrical and Electronics Engineering,

Programmes doctoraux

  • Doctoral Program in Electrical Engineering
  • Doctoral program in computer and communication sciences

Doctorants

Cours

Fundamentals in statistical pattern recognition

1. Introduction
** Data representation
** Supervised/unsupervised models (from regression and classification to probability distribution modelling)
** Overview: Linear models, Principal Component Analysis (PCA), Linear Discriminant Analy... goto

Génie électrique (edoc), 2018-2019, language : anglais