Research projects

  • 2023 - 2027 : C2R-IA (Rockfall prediction and risk analysis by using artificial intelligence) / Role: Responsible for partner USMB, [PI: C. LEVY (BRGM)] / Supported by: ANR PRCE, France / Consortium: BRGM, CEREMA, GEOLITHE, INSA Lyon, USMB.

  • 2021 - 2024 : IA2AURA (Multimodal Deep Learning for the analysis of spatio-temporal events associated with natural hazards) / Role: Partner, [PI: G. Gesquière, Univ. Lyon 2]/ / Supported by: AURA region, France / Consortium: Univ. Lyon 2, USMB, UGA, Univ. Clermont Auvergne.

  • 2021 - 2024 : Convention CEN (Deep Learning for cryosphere analysis) / Role: Partner USMB = coordinator, [PI: USMB, A. Atto]/ / Supported by: USMB-CNRM, France / Consortium: USMB, CEN-CNRM.

  • 2021 - 2023 : SHARE (Change-of-Texture Learning on Snow-Covered Surfaces (dry snow / wet snow) from Image Time Series) / Role: Partner USMB = coordinator, [PI: CNRM, F. Karbou]/ / Supported by: CNES, France / Consortium: CNRM, USMB, ISTerre, LJK, Magellium.

  • 2015 - 2020 : PHOENIX (Parsimony, Huge Observations of Earth Non-stationarities from Image Time Series) / Role: Principal Investigator / Supported by: ANR - Agence Nationale de la Recherche, France / Consortium: LISTIC University Savoie Mont Blanc - Institut Mines Télécom.

  • 2013 - 2016 : SIGMA-TEX (Statistical Invariance and Geometry for Modeling and Analysis of TEXtures) / Role: Principal Investigator / Supported by: ARC 6 Rhône-Alpes Region, France / Consortium: Lab Hubert Curien University of Saint-Etienne, IFP Energies Nouvelles, LISTIC University Savoie Mont Blanc.

  • 2013 - 2014 : SFINX (Sparsity, Fusion and Distributed Information) / Role: Principal Investigator / Supported by: University of Savoie, France / Consortium: I3S University of Nice, LabSTICC Telecom Bretagne, STMR University of Troyes, LISTIC University Savoie Mont Blanc.

  • 2013 - 2018 : G4M (Subsurface Network Geodetection) / Role: Contributor / Supported by: FUI, France / Consortium: GDF-SUEZ, J&P Geo, RYB, MADE, GFI Informatique, Design Tech Centre, Telecom ParisTech, LISTIC University of Savoie.

  • 2013 - 2014 : ENCODIME (Bio-Inspired Sequential Encoding of Multivariate Information) / Role: Contributor / Supported by: PEPS CNRS, France / Consortium: I3S University of Nice, STMR University of Troyes, LISTIC University of Savoie.


    • List of societies (non-exhaustive)

  • Reviewer for the: Mathematical Reviews (AMS, American Mathematical Society).

  • Senior Member of the: Institute of Electrical and Electronics Engineers (IEEE).

  • Reviewer of the IEEE transactions on: Neural Networks and Learning Systems, Information Theory, Image Processing, Signal Processing, Geoscience and Remote Sensing.

  • Reviewer of the Elsevier journals: Pattern Recognition, Information sciences.

  • Reviewer for the Microsoft Research CMT conferences on artificial intelligence: (NIPS, ICML, CVPR).