Sébastien Marcel

Unit: EDEE-ENS

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

Web site: http://idiap.epfl.ch/
Unit: LIDIAP

Unit: SEL-ENS

Administrative data

Fields of expertise

image processing, pattern recognition, machine learning, biometrics


Professional course

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

Teaching & PhD

Teaching

  • Electrical and Electronics Engineering,

PhD Programs

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

PhD Students

Courses

Fundamentals in statistical pattern recognition

This course provides in-depth understanding of the most fundamental algorithms in statistical pattern recognition as well as concrete tools (as source code) to PhD students for their work. It will cover regression, classification (MLP, SVM) and probabilit... goto