Research Topics & Applications
The Image processing and pattern recognition group (or “Image Team”) addresses the following topics:
- Biomedical imaging,
- Robotics,
- Document analysis and recognition,
- Point cloud,
- Satellite and space imagery
- Evaluation protocols,
- Computer graphics.
- Image Software & Performance
We take a particular care about the performance of our implementations (GPU programming, SIMD instructions, parallelism programming) and the reproducibility of our research. We are also users of machine learning / deep learning methods, and we have occasional methodological contributions to this topic.
Collaborations
The team collaborates with many other French and internationals laboratories, such as:
- LIP6, Sorbonne Université
- Institut National de l’Information Géographique et Forestière (IGN)
- IMCCE, Observatoire de Paris
- LIGM, Université Gustave-Eiffel
- Lab-STICC, Télécom Bretagne
- GISPA-Lab, Université Grenoble-Alpes
- CMM, Mines Paris
- Université de Séville (Spain)
- Wuhan University (China).
We develop the open source library pylene targeting a generic and efficient library focusing on image processing and more specifically on Mathematical morphology.
Organisation
Group leader: Jonathan Fabrizio
Professors:
- Pr. Thierry Géraud
Associate Professors:
- Loïca Avanthey
- Laurent Beaudoin
- Nicolas Boutry
- Edwin Carlinet
- Joseph Chazalon
- Thibault Lejemble
- Élodie Puybareau
- Jimmy Randrianasoa
- Olivier Ricou
- Michaël Roynard
- Guillaume Tochon
Phd students:
- Yizi Chen
- Adam Descarpentries
- Baptiste Esteban
- Caroline Mazini-Rodrigues
- Charles Villard