Jean-François Giovannelli was born in Béziers, France, in 1966. He graduated from the Ecole Nationale Supérieure de l’Electronique et de ses Applications, Cergy, France, in 1990. He received the Ph.D. degree and the H.D.R. degree in signal-image processing at Université Paris-Sud, Orsay, France, in 1995 and 2005, respectively. From 1997 to 2008, he was an Assistant Professor with the Université Paris-Sud and a Researcher with the Laboratoire des Signaux et Systèmes, Groupe Problèmes Inverses. He is currently a Professor with the Université de Bordeaux, France and a Researcher with the Laboratoire de l’Intégration du Matériau au Système, Groupe Signal-Image. His research focuses on inverse problems in signal and image processing, mainly unsupervised and myopic problems. From a methodological stand point the developed regularization methods are both deterministic (penalty, constraints,…) and Bayesian. Regarding numerical algorithm, the work relies on optimization and stochastic sampling. His application fields essentially concern astronomical, medical, proteomics, and geophysical imaging.


  • • C. Vacar et J.-F. Giovannelli, « Unsupervised joint deconvolution and segmentation method for textured images: a Bayesian approach and an advanced sampling algorithm », EURASIP Journal on Advances in Signal Processing, Jan 2019.
  • • B. Ait-El-Fquih, J.-F. Giovannelli, N. Paul, A. Girard et I. Hoteit, « Parametric Bayesian estimation of point-like pollution sources of groundwater layers », Signal Processing, 2019.
  • • C. Michelet, Z. Li, W. Yang, S. Incerti, P. Desbarats, J.-F. Giovannelli, P. Barberet, M.-H. Delville, N. Gordillo, G. Devès et H. Seznec, « A Geant4 simulation for three-dimensional proton imaging of microscopic samples », Physica Medica, 2019.
  • • V. Picaud, J.-F. Giovannelli, C. Truntzer, J.-P. Charrier, A. Giremus, P. Grangeat et C. Mercier, « Linear MALDI-ToF simultaneous spectrum deconvolution and baseline removal », BMC Bioinformatics, 2018.
  • • A. Klich, C. Mercier, L. Gerfault, P. Grangeat, C. Beaulieu, E. Degout-Charmette, T. Fortin, P. Mahé, J.-F. Giovannelli, J.-P. Charrier, A. Giremus, D. Maucort-Boulch et P. Roy, « Variance component analysis to assess protein quantification in biomarker validation : Application to SRM mass spectrometry », BMC Bioinformatics, 2018.
  • • N. Dridi, A. Giremus, J.-F. Giovannelli, C. Truntzer, M. Hadzagic, J.-P. Charrier, L. Gerfault, P. Ducoroy, B. Lacroix, P. Grangeat et P. Roy, « Bayesian inference for biomarker discovery in proteomics : an analytic solution », EURASIP Journal on Bioinformatics and Systems Biology, 2017.
  • • P. Minvielle, P. Massaloux et J.-F. Giovannelli, « Indoor 3D radar imaging for low-RCS analysis », IEEE Transactions on Aerospace and Electronic Systems, 2017.
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