Contact info
email: antoine.guennec(at)ensai.fr
office: 264
address: Campus de Ker Lann, 51 Rue Blaise Pascal, 35172 Bruz – FRANCE
About me
Currently, I am a “attaché temporaire de recherche” at the ENSAI engineer school. I obtained my PHD at the Institut of Mathematics of Bordeaux under the supervision of Jean-François Aujol and Yann Traonmilin working on the subject of *Sparse models and deep priors for image decomposition into structure-texture *. My main area of research is on Optimization, Plug and Play/Learned Regularization and low dimensional models in image/signal processing.
Research Engineer in Public Health
Before starting my PHD, I worked for a year at the Bordeaux Population Health Research Center as a research engineer in the IETO team (part of the AHeaD team now). My work was comprised of the following:
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In partnership with the CEREMA, I worked on automatically evaluating the safety of pedestrian crossing accross France using deeplearning.
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Working jointly with Emergency Care Department of “CHU de Pellegrin” and Emergency services in order to link data streams between both services. A major part of the information that is collected by both services is in fact in textual form. In this context, we used deeplearning methods in Natural Language Processing in order to extract information from reports, which does not exist as standard data (e.g How/Where accidents happen).