Education

• 1989: Engineering degree from Ecole Centrale de Paris
• 1990: M.S from Universite Pierre et Marie Curie
• 1993: Ph.D in Mathematical Morphology from Ecole des Mines de Paris. (manuscript)
  • Advisors: Jean Serra, Dominique Jeulin, Linn W. Hobbs
• 2013: Habilitation in Image Processing from Universite Paris-Est (manuscript)

Work experience

• 2018-present: Full Professor, CentraleSupélec, Universit´ Paris Saclay
  • Teaching Optimisation, AI, BigData, Distributed Computing
  • Member of the OPIS Inria team.
  • Research in medical image computing, computer vision, image processing, machine learning including deep learning.
• 2004-2018: Professor (full in 2014), Université Paris-Est ESIEE
  • Teaching Computer Science topics : languages, operating systems, algorithms, operational research, machine learning, image processing.
  • Research in image processing, image analysis, medical imaging, materials science
  • Optimisation, Machine learning
• 1994-2004: Research Scientist, CSIRO Mathematical and Information Sciences, Sydney, Australia
  • Image processing
  • Statistics
  • Project management
• 1991-1992: Research Associate, Massachusetts Institute of Technology, Cambridge, USA.
  • Advisor: Linn W. Hobbs
  • Research on the materials properties of man-made vitreous fibers, on a Saint-Gobain Scholarship.
• 1990-1994: Engineer, Isover Saint-Gobain, France
  • Development of image-based quality tests
  • Microscopy, Control, Experiment Design
• 1989-1990: Junior Engineer, Gattegno Conseil, Sceaux, France
  • Development of network adapters firmwares
  • Development of testing methodologies
• 1988-1989: Assistant Engineer, Automatique et Avenir Informatique, Chatenay-Malabry, France
  • Development of an image analysis softare package (while studying full time)

Skills

• Image processing, image analysis
• Mathematical morphology
• Optimisation, inverse problems
• Machine learning
• Medical imaging
• Materials science

Publications

Publications

Talks

Invited talk at DGCI 2016

April 20, 2016

Talk at Nantes, France, Nantes, France

Talk at ICTMS 2019

July 24, 2019

Talk at Cairns, France, Cairns, Austrlia

Teaching

Discrete Optimisation

Segmentation

Morphologie Mathematique

Big Data - Technology and Applications

Artificial Intelligence - Management Science and Techniques Master (MSTM)

Optimisation for AI

Service and leadership

• 2017-now: Senior Area Editor, Signal Processing Letters
• 2000-2010: Area editor, Image Analysis and Stereology
• 2017: Workshop Chair, ICPR 2016, Cancun, Mexico
• 2015: Program Chair, ISMM 2015
• 2003: General Chair, DICTA 2003
• 2002: Program Chair, ISMM 2002
• 2004-present: reviewer for all 4 major Computer Vision conferences (CVPR, ICCV, ECCV, ACCV)
• 1994-present: reviewer for most journals in image processing, computer vision, including IEEE TPAMI, IEEE TIP, MedIA, TMI, JMIV, SIAM Imaging, etc.