Applied Mathematics and Signal Processing

Senior Research Associate

Professor at UCLouvain

Institute of Information and Communication Technologies, Electronics and Applied Mathematics (ICTEAM)
Applied Mathematics Department (INMA)

Funded by the Belgian National Science Foundation - FRS-FNRS

+32 10 47 80 54 (fax: +32 10 47 20 89)

Image and Signal Processing Group (ISPGroup), ICTEAM/INMA
Office address: A.026, Euler building, Louvain-la-Neuve
Mail address: INMA/ICTEAM, Avenue Georges Lemaître 4-6/L4.05.01, B1348 Louvain-la-Neuve, Belgium

Well, here is "yet another" scientific homepage ;-)
I collect in these pages data and recent news about my research and interests. These are also the result of collaborative works with other researchers. Feel free to discover these topics by browsing the menu here on the left, or on on Google Scholar.

Main fields of interest:

  • Inverse problems solving by promoting low-complexity signal models (e.g., sparse or low-rank models).
  • 1-bit and high-resolution Quantized Compressed Sensing (QCS).
  • Quantized random projections: theory and application (e.g., for machine learning or classification methods).
  • Blind deconvolution, blind calibration and other data restoration problems
  • Applied mathematics for Optics (Deflectometry), Astronomy (Radio-Interferometry) and biomedical applications (X-Ray Imaging).
  • New models for sensor design (e.g., cameras, optical sensors, tomography, hyperspectral imaging).
  • Representation of data on "non-conventional" spaces (e.g., sphere, manifolds, or graphs).

Teaching & Services

PhD-students and postdocs (in link with these fields)

  • Stéphanie Guérit (PhD-student, TA UCL, co-advised with J. Lee, 2014-)
  • Pierre-Yves Gousenbourger (PhD-student, TA UCL, co-advised with P.-A. Absil, 2014-)
  • Gilles Monnoyer de Galland de Carnières (PhD-student, FNRS, co-advised with L. Vandendorpe, 2019-)
  • Benoît Pairet (PhD-student, FRIA/FNRS, 2014-)
  • Vincent Schellekens (PhD-student, FNRS, 2017-)

Former PhD-students, researchers and postdocs

  • Dr Wissam Benjilali (2015-2019, CEA-Leti, main advisors: G. Sicard, W. Guicquero)
  • Dr Amirafshar Moshtaghpour (2015-2019, FRIA/FNRS)
  • Dr Chunlei Xu (Postdoc, AlterSense Project, MIS-FNRS, 2016-2018)
  • Dr Kévin Degraux (2013-2018, FNRS)
  • Dr Valerio Cambareri (Postdoc, AlterSense Project, MIS-FNRS, 2015-2017)
  • Dr Augustin Cosse (2010-2016, co-advised with L. Demanet)
  • Dr Adriana Gonzalez Gonzalez (2010-2016)
  • Dr Prasad Sudhakar (2011-2014, Postdoc, DETROIT project)
  • Alexandre Saint (2011-2012, engineer, DETROIT project)
  • Muhammad Arsalan (2014, PhD-student)


... (older news)

"Toute connaissance accessible doit être atteinte par des voies scientifiques ;
ce que la science ne peut pas découvrir, l’humanité ne peut pas le savoir".
-- Bertrand Russell

"Science sans conscience n'est que ruine de l'âme." -- F. Rabelais
"Pseudo-Science n'est que ruine de l'âme." Lisez AFIS