Nicolas Boutry

Associate Professor

Team

Image Processing and Pattern Recognition

Campus

Paris

Contact

nicolas.boutry@epita.fr

Research Area

Discrete Topology
Mathematical Morphology
Pattern Recognition
Machine & Deep Learning

Short Bio

My name is Nicolas Boutry and I obtained my Master of Science on Digital Signal Processing in 2002 at ESIEE Paris with honors. I have been for four years at EPFL to give courses on signal processing and study image and video compression. I worked then at MyCO2 as a research engineer on intelligent cars using Artificial Intelligence. After that, I went to EPITA to realize my Ph.D. on Discrete Topology (on well-composed images) under the supervision of Thierry Géraud (EPITA) and Laurent Najman (ESIEE Paris). I am now associate professor at EPITA. I am also responsible on the Data Science and Artificial Intelligence specialization (SCIA Major) at EPITA.

LinkedIn

Research

I am currently working on the following topics:

  • Discrete topology (n-D well-composed images).
  • Mathematical Morphology (MM) (on the tree of shapes) with Thierry Géraud (EPITA), Laurent Najman (ESIEE Paris), and Edwin Carlinet (EPITA).
  • The relations between MM relations with Topological Data Analysis (TDA) with Laurent Najman (ESIEE Paris) and Giles Bertrand.
  • Spectral Graph Theory applied to Cybersecurity with Pierre Parrend (EPITA) and Majed Djaber (EPITA).
  • Topological loss functions with Benjamin Perret (ESIEE Paris).
  • Biomedical Image Segmentation with Ralph Sinkus (INSERM) and Michail Chatzizacharias (INSERM).
  • Retinal Image Segmentation with Marius Dubosc (EPITA), Edwin Carlinet (EPITA) and Michael Atlan (Institut Langevin).

Publications

For a full list of publications, you can check: