Laure Blanc-Féraud

Director of research at CNRS. 

I3S Laboratory
UMR 7271 of CNRS and University Côte d’Azur in Sophia Antipolis, FRANCE.

 (I3S/INRIA/iBV) 

Adress :       Laboratoire I3S
                    BP 121, 2000 Route des Lucioles,
                    06903 Sophia-Antipolis Cedex, FRANCE 

Tél :               +33 4 89 15 43 29

Email: blancf@i3s.unice.fr                         




CV   

collaborators     

Publications          

PhD




Invited plenary talks 



  Journée GdR IASIS, L0-based minimization, Paris, 16 septembre 2024.

  Workshop Optimization techniques for Inverse Problems, Modena September 4-6 2024. 

  Summer School on Remote Sensing and Microscopy Image Processing in Veszprem, Hungary from 29 July - 2 Aug 2024.

  30 de mathématiques pour l'imagerie optique, Marseille, 25-27 Sept. 2023.

  Assemblée Générale du GdR ISIS, Lyon, 30 mai-1 juin, 2023.

  IABM, colloque français d'Intelligence Artificielle en Imagerie Biomédicale, Intitut Curie, Paris, 30-31 mars 2023.

  BioIAS, biomedical imaging and analysis, Valrose Nice, 2  February 2023.

  ICMS Workshop, Interfacing Bayesian Statistics, Machine Learning, Applied Analysis, and Blind and Semi-Blind Imaging Inverse Problems, Edinburgh, UK, 24-26 Janvier 2023.

  Workshop Advanced optimization methods for inverse problems and applications to image microscopy Florence, Italy, 22-23 November 2021

  IEEE International Conference on Antenna Measurements and Applications (CAMA), Keynote speaker, Antibes Juan-les-pins, 15-17 November 2021

  AI/Bio workshop, one-day online workshop of three Lyon's federations, 1 October, 2021.

  One World IMAGINE seminar , 27 May, 2020. 

  NEUBIAS Conference, Network of BioImage Analysts, Bordeaux, 4-6 March 2020. 

  Sparsity4PSL Summer School , Paris, France, 24-27 juillet 2019. 

  Workshop Computational Methods for Inverse Problems in Imaging , Como, Italy, 16-18 July 2018. 

  Workshop OSA, Mathematics in Imaging , Orlando, 25-28 June 2018. 

  Workshop on Sparsity in Applied Mathematics and Statistics , Brussels Belgium, 1-2 June 2017 

 

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Research activity (Keywords):

  • inverse problems in image processing,
  • sparse l0 optimization,
  • nonlinear regularization, discontinuity preservation,
  • variational approach,
  • stochastic approach,
  • sparse estimation, wavelet transform,
  • parameter estimation,
  • image decomposition.
  • machine learning 


Applications (Keywords):

  • image restoration/deconvolution,
  • biological imaging by fluorescence microscopy,
  • super-resolution in optical microscopy,
  • image segmentation/classification,
  • satellite images,
  • SAR interferometry,
  • 2D and 3D SPECT (Single Photon Emission Tomography) reconstruction  in nuclear imaging,
  • inverse diffraction in microwave imaging,
  • motion estimation.