Past members
Post-doctoral Research Fellows
- Tatsumi UEZATO (2017-218, funded by IDEX & ANR MapInvPlnt, co-advisor: M. Fauvel)
Multiscale mapping of ecosystem services
Now Senior Researcher at Hitachi, Ltd, Tokyo. - Shaheera RASHWAN (2016-2017, funded by Ministry of High Education of Egypt)
Split-and-merge approach for hyperspectral band selection
Now Associate Professor at Informatics Research Institute, CSRT, Alexandria. - Abderrahim HALIMI (2014, funded by ANR HYPANEMA, co-advisor: J.-Y. Tourneret)
Spectral variability in hyperspectral image unmixing
Now Assistant Professor at University Heriot-Watt, Edinburgh.
Ph.D. Students
- Florentin COEURDOUX (2023, INP Toulouse, co-advisor: P. Chainais)
Monte Carlo sampling and deep generative models for Bayesian inference - Claire GUILLOTEAU (2021, INP Toulouse, co-advisors: Th. Oberlin and O. Berné)
Fast fusion of multispectral and hyperspectral images for infrared astronomy
Prix Léopold Escande, 2021
Now Assistant Professor at Université du Littoral Côte d'Opale, France. - Maxime VONO (2020, INP Toulouse, co-advisor: P. Chainais)
Asymptotically exact data augmentation – Models and Monte Carlo sampling with applications to Bayesian inference
Prix Léopold Escande, 2020
Now Senior Research Scientist at Criteo AI Lab, Paris, France. - Etienne MONIER (2020, INP Toulouse, co-advisor: Th. Oberlin)
Fast recontruction of partially sampled multiband images for EELS spectromicroscopy
Now Engineer at CS Group, Toulouse, France. - Adrien LAGRANGE (2019, INP Toulouse, co-advisor: M. Fauvel)
From representation learning to thematic classification - Application to hierarchical analysis of hyperspectral images
Prix Léopold Escande, 2019
Now Research Engineer at Airbus Defence and Space, Toulouse, France. - Yanna CRUZ CAVALCANTI (2018, INP Toulouse, co-advisors: C. Tauber and Th. Oberlin)
Factor analysis of dynamic PET images
Now Lead Data Scientist at Nubank, Sao Paulo, Brazil. - Vinicius FERRARIS (2018, INP Toulouse, co-advisor: M. Chabert)
Fusion-based change detection for remote sensing images of different resolutions and modalities
Now Data Science Manager at Whirlpool Corp., Sao Paulo, Brazil. - Jessica SODJO (2018, Univ. Bordeaux, co-ad.: J.-F. Giovannelli, A. Giremus and F. Caron)
Nonparametric Bayesian models for joint segmentation of a set of images with shared classes
Now Assistant Professor at University of Guyane, France. - Clément ELVIRA (2017, EC Lille, co-advisor: P. Chainais)
Bayesian models for antisparse representation identification and Bayesian nonparametric principal component analysis
Now Assistant Professor at CentraleSupelec Rennes, France. - Pierre-Antoine THOUVENIN (2017, INP Toulouse, co-advisor: J.-Y. Tourneret)
Modeling spatial and temporal variabilities in hyperspectral image unmixing
Prix Léopold Escande, 2017
Now Assistant Professor at Centrale Lille, France. - Qi WEI (2015, INP Toulouse, co-advisor: J.-Y. Tourneret)
Bayesian fusion of multi-band images: A powerful tool for super-resolution
Prix Léopold Escande, 2015
Now Senior Scientist at Uber, NYC, USA. - Yoann ALTMANN (2013, INP Toulouse, co-advisor: J.-Y. Tourneret)
Nonlinear spectral unmixing of hyperspectral images
Prix de l'Académie des Sciences, Inscriptions et Belles-Lettres de Toulouse, 2014
Prix Novéla, 2014
Prix Léopold Escande, 2013
Now Associate Professor at University Heriot-Watt, Edinburgh, UK. - Cécile BAZOT (2013, INP Toulouse, co-advisor: J.-Y. Tourneret)
Bayesian methods for gene expression factor analysis
Now Technical Director at Exail, Toulouse, France. - Olivier ECHES (2010, INP Toulouse, co-advisor: J.-Y. Tourneret)
Bayesian methods for hyperspectral image unmixing
Prix Léopold Escande, 2010
Now Engineer at Capgemini, Toulouse, France.
Visiting Students
- Min ZHAO (2021-2022, Ph.D., Northwestern Polytechnical University)
- Jin-Ju WANG (2021-2022, Ph.D., University of Electronic Science and Technology of China)
- Ghada FATHI (2017, Ph.D., City for Scientific research And Technology application).
B.Sc./M.Sc. Students
- Rémy OGGERO (2023, M.Sc., University of Bordeaux, co-advisors: E. Cazelles and M. Chabert)
- Mamadou Lamarana DIALLO (2023, M.Sc., University of Pau, co-advisor: D. Labat)
- Jean MALLEJAC (2022, M.Sc., Centrale Lyon, co-advisors: E. Cazelles and M. Chabert)
- Hugo GOUTTENEGRE (2022, M.Sc., Centrale Lyon, co-advisor: H. Goulart)
- Alessandro GOLDWURM (2021, M.Sc., University of Toulouse, co-advisor: E. Cazelles)
- Lorinda HUBACHER (2021, B.Sc., Toulouse INP)
- Florian MORIOUSEF (2021, B.Sc., ISAE, co-advisors: C. Guilloteau, Th. Oberlin, O. Berné, Th. Contini)
- Claire GUILLOTEAU (2018, M.Sc., INSA Rouen, co-advisors: Th. Oberlin and O. Berné).
- Chih Heng TENG (2017, M.Sc., INP Toulouse, co-advisors: Th. Oberlin and M. Chabert).
- Lisa MICHEL (2016, M.Sc., Univ. Reims, co-advisor: Th. Oberlin).
- Laurent DESMET (2016, B.Sc., INP Toulouse).
- Sophia HOURIEZ (2015, B.Sc., INP Toulouse, co-advisor: H. Wendt).
- Laurent MARTIN (2015, B.Sc., INP Toulouse).
- Abdelghafour HALIMI (2014, M.Sc., INP Toulouse, co-advisor: J.-Y. Tourneret).
- Pierre-Antoine THOUVENIN (2014, M.Sc., ENSEEIHT, co-advisor: J.-Y. Tourneret).
- Jean-Alain LUCCIARDI (2013, B.Sc., ENSEEIHT, co-advisor: J.-Y. Tourneret).
- Cambodge BIST (2013, B.Sc., ENSEEIHT, co-advisor: J.-Y. Tourneret).
- Ahmed Taha ZAARI JABIRI (2012, B.Sc., ENSEEIHT, co-advisor: J.-Y. Tourneret).
- Yanna CRUZ CAVALCANTI (2012, B.Sc., ENSEEIHT, co-advisor: J.-Y. Tourneret).
- Yoann ALTMANN (2010, M.Sc., INP Toulouse, co-advisor: J.-Y. Tourneret).
- Abderrahim HALIMI (2010, M.Sc., INP Toulouse, co-advisor: J.-Y. Tourneret).
- Ismail FOURARI (2009, B.Sc., ENSEEIHT, co-advisor: J.-Y. Tourneret).
- Inès MEGANEM (2008, B.Sc., ENSEEIHT, co-advisor: J.-Y. Tourneret).
- Kamel BENZAÏD (2005, B.Sc., ENSEEIHT, co-advisor: J.-Y. Tourneret).