Guillaume Tochon
From LRDE
Contact
| Contact information | 
| |
|---|---|---|
| guillaume.tochon@lrde.epita.fr | ||
| Tel | +33 1 53 14 59 39 | |
| Location | Salle L7, LRDE | |
Bio
I obtained a M.Sc degree in electrical engineering, with a major in signal and image processing, from the Grenoble Institute of Technology, France, in 2012. From January to June 2012, I was also a Predoctoral Fellow with Carnegie Institution for Science, Stanford University, USA.
I received a PhD degree in signal and image processing from the Université Grenoble Alpes, France, in 2015. I conducted my research at GIPSA-lab within the SigmaPhy (Signaux et Images Physiques) team, under the supervision of Jocelyn Chanussot and Mauro Dalla Mura. I was also a visiting scholar with the Department of Mathematics, University of Californie, Los Angeles, USA from June to August 2013.
From 2015 to 2016, I was a Temporary Assistant Professor (ATER) with the Grenoble Institute of Technology and GIPSA-lab.
Since September 2016, I am an Assistant Professor with EPITA and I conduct my research with EPITA Research & Development Laboratory (LRDE), within the Olena team.
Research
Research interests
My research interests include:
- Mathematical morphology (especially the use of hierarchical representations for image processing and analysis).
- Pattern recognition and data fusion.
- Source separation (spectral unmixing) by convex optimization approaches.
- Remote sensing (with a focus on hyperspectral imagery).
For a list of publications, you can check my Google Scholar webpage.
Other research activities
I also serve as a reviewer for the following journals:
- IEEE Transactions on Image Processing
- IEEE Transactions on Geoscience and Remote Sensing
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- IEEE Geoscience and Remote Sensing Letters
- Remote Sensing of the Environment
- Pattern Recognition
- Journal of Mathematical Imaging and Vison
In addition, I am a Member of the IEEE and a member of the GdR ISIS.
Teaching
I am teaching the following courses at EPITA this year (2017/2018):
- ING1 level (third year of undergrad studies)
- Data compression (Compression de données)
- Mathematics for signal processing and analysis (Mathématiques du signal).
- ING3 level (second year of grad studies)
- Elements of statistical signal processing (Traitement statistique du signal).
I also supervise tutorial classes in Algorithmic (ING1) and Rational language theory (INFOSPE - second year of undergrad studies).
During my previous position as Teaching Assistant (moniteur) between 2012 and 2014, and Temporary Assistant Professor in 2015/2016 at the Grenoble Institute of Technology, I taught/supervised courses/tutorial classes/lab sessions related to signal and image processing as well as applied mathematics.