Biography

I am a PhD Student in the IMAGES team of the LTCI lab in Telecom Paris. My research interests include deep learning and other image processing models applied for art and historical data.

Intérêts

  • Deep Learning
  • Art History
  • Machine Learning
  • Digital Humanities
  • Image Processing

Formation

  • MEng in Data & Decision Sciences, 2017

    ISAE-SUPAERO

  • MSc in Stastistic, 2017

    Université Paul Sabatier

Projects

Deep Learning for Art History

This PhD project concern the recognition and detection of iconographic elements (object, person etc.) in the artworks. The two main points of this PhD are the identification of important need from the Art History and the use of the Deep Learning methods, especially the transfer learning.

Texture Synthesis with Deep Learning

Project on the statistics of the features maps of the Neural Networks used for texture synthesis. This project is based on the Gatys and al. algorithm.

Study of the pilot’s stress

Study of the pilot’s stress.

Appoximate Computing

Study of the paradigm of approximate computing for an autofocus application.

Teaching

  • Signal and Image processing teaching assistant at Telecom Paris (first year)
  • First year students project supervision at Telecom ParisTech (PAF)
  • Deep Learning at Telecom Paris (Master 2)
  • Lecture on Digital Humanities Introduction in Art History Master at Bourgogne University

Recent & Upcoming Talks