Thomas Oberlin

I am a Professor of Image Processing and Machine Learning.

News
With Nicolas Dobigeon and Mathieu Fauvel, we are looking for two PhD candidates in computer vision/image processing and machine learning. They will work on generative models for Earth observation within the ANITI RELEO project. Feel free to contact me for any questions.

Main responsabilities

• Associate Editor, IEEE Transactions on Signal Processing
• Member of the French National University Council (CNU 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