L’excellence passionnément
I am a Professor of Image Processing and Machine Learning.
News
- July 2026 : Landry Marquis’s publication on JWST image fusion
- June 2026 : Maud Biquard was awarded an accessit (2nd prize) at prix de thèse GDR IASIS / GRETSI
- April 2026 : Invited talk at DAOISM 2026
- February 2026 : Invited talk at Chimiometrie 2026
Main responsabilities (current and past)
- Since 2024 : Head of the ADO research group
- 2022 — 2026 : Associate Editor, IEEE Transactions on Signal Processing
- 2019 — 2023 : Member of the national university council (CNU, section 61)
Research interests
- Representation learning, regularization with deep neural networks
- Multivariate image processing (aka hyperspectral / spectral imaging)
- Latent factor models : unmixing, NMF, deep generative models
- Time-frequency representations
Teaching
- Introduction to image processing (ISAE-SUPAERO, SiSy)
- Machine learning for image processing (ISAE-SUPAERO, SiSy)
- Big data and machine learning (ISAE-SUPAERO, OTSU)
- Image and computer vision for data scientists (ISAE-SUPAERO, SDD)
- Real analysis for engineers : integration and harmonic analysis (ENSEEIHT 1A and ISAE-SUPAERO 1A)
- Introduction to data science and image analysis (ISAE-SUPAERO, FISA)
Vita
- 2022 : Professor, ISAE-SUPAERO
- 2021 : HDR from Toulouse INP (HDR is a French degree required to lead research and become a full Professor)
- 2019-2021 : Associate Professor, ISAE-SUPAERO
- 2014-2019 : Assistant Professor, ENSEEIHT, Toulouse INP
- 2014 : Post-doctoral researcher, INRIA
- 2013 : PhD in applied mathematics and signal processing, Univ. Grenoble Alpes
- 2010 : MSc in applied mathematics, Univ. Grenoble Alpes. Engineer’s degree ENSIMAG, Grenoble INP
Contact
- email : firstname.lastname at isae-supaero.fr
- tel : +33 5 61 33 89 37
- to find me :
Institut Supérieur de l’Aéronautique et de l’Espace
Département DISC, Office 07.0105
10 avenue Marc Pélegrin - BP 54 032
31 055 Toulouse Cedex 4
France