cv

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General Information

Full Name Anton FRANÇOIS
Date of Birth 3 Sept. 1993
Languages Français, English, Polski

Education

Internships & Work Experience

  • Feb-July 2019
    Internship in shape analysis
    MAP5 laboratory - Université Paris-Cité
  • 2017 - 2018
    Year off, Hitchhiking trip in Asia
    • Travelled through Nepal, India, Malesia, Thailand, Laos, Vietnam.
    • I did many jobs as street musician, bartender, sound ingenior for a documentary,...
  • Sept.-Nov. 2017
    Internship Natural image synthesis
    MAP5 laboratory - Université Paris Descartes
    • Subject: Texture and image synthesis using the HDMI method
    • Under the suppervision of Antoine Houdard
  • July 2015
    Internship with the In Vitro Artificial Intelligence (IVAI) club
    Paris Interdisciplinary Research Center (CRI)
    • Subject: Method evaluation and development for neuronal culture in multi electrode array analysis
    • Under the suppervision of Jérémie Sibille
  • 2014 - 2017
    Theaching math for highschoolers
  • 2014 - 2017
    Animating Escapes Games Jams
    • With some friends we founded the Enigma club and started by creating Escapes Games over a week-end. Then we were organising and selling workshops making participants creating, playtesting and managing their own escapes games.
  • June-August 2014
    Internship in Soil Ecology
    Rilling lab, Freie Universität, Berlin
    • Subject: Biomass and conidia production modelling from colony size in Penicillium.
    • Under the suppervision of Stavros Veresoglou.
  • June-July 2013
    Internship in robotic and embeded intelligence.
    ETIS in Neurocybernetic team, Cergy University
    • Subject: Building a tansegrity spine with memory forms actuators, to reflect on Embodiment.
    • Under the suppervision of Alexandre Pitti.
  • April 2013
    Internship with the team « cortical Architecture, coding and Plasticity »,
    Stem cell and Brain Research Institute (SBRI) , Bron
  • December 2012
    Internship in the departement of Neurology, Emotion neurobiology
    Nencki Institute, Warsaw

Talks

Open Source Projects

  • 2019-2023
    Demeter Metamorphosis
    • The first public implementation of Metamorphosis. Thought for 2D and 3D images, implemented in python using Pytorch for GPU usage.
  • 2022-2023
    gliomaSegmentation_TDA
    • A simple, statistical free method for glioblastomas segmentation using TDA.

Academic Interests

  • Shape Spaces and Applications

    Deformable Templates and Diffeomorphic mappings: Correspond to a set methods using differential geometry for image analysis. They are a powerful tool that can be used to solve a wide range of problems in the field of image analysis. They are still an active area of research, but they have the potential to revolutionize the way we analyze and interpret images. They can be used for; Comparison of organ images before and after surgery to identify the changes that have taken place; Tracking the progression of a disease by comparing images taken at regular time intervals; Development of virtual atlases of the human body by aligning images of different people

  • Glioblastoma atlas estimation

    The overall goal of my PhD was to propose a method to estimate a 3D atlas of glioblastoma using a population of MR brain images. The resulting atlas should describe the average shape of glioblastoma and its variability, which will depend on its anatomical location, as well as the main variations of the surrounding tissues (mass effect).

  • Numerical methods for temporal images integration

    Within the Metamorphic framework, a set of PDEs governing image transport arises, similar to a particular case of the Navier-Stokes equations. Numerical schemes tailored to my specific task were developed to integrate it, allowing computation time to be reduced while accuracy was maintained.

  • Computationnal image Analysis.

  • Ecology

    I have always been facinated by complex systems in interactions. Modelisation of such systems, and their sometimes chaotic behaviors, was one the first reason that led me to study mathematics.

Other Interests

  • Dancing: Traditionnal French danses, Swing, Forro
  • Music: I play the guitar (since 2017) and the oud (since 2023)
  • Drawing and Painting: (pen, pencils, watercolors, ink ...) and making posters for events.
  • Sports: I love trekking in autonomy, running, sailing, biking and rollerblades.