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   

collaborations     

Publications          

PhD




Invited plenary talks 

  PICOF’22, Mines Paris, 10th Conference on Inverse Problems, Control and Shape Optimization, Caen, 

  Workshop AI for the Sciences, Mines Paris, Sophia Antipolis, 9-10 June 2022 

  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), 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.