Lorena León

Lorena León

Postdoctoral researcher

CREATIS

I’m a postdoctoral researcher at Centre de Recherche en Acquisition et Traitement de l’Image pour la Santé - CREATIS, at Claude Bernard Lyon 1 University (Lyon, France). My postdoc is funded by National Institutes of Health - NIH in US and focussed on data science for quantitative acoustic microscopy.

I received the BSc and MSc degrees in Mathematics from the University of Havana (Havana, Cuba). I obtained my Ph.D. in Signal Processing from the National Polytechnic Institute of Toulouse (Toulouse, France) in 2022.

My thesis “Bayesian Estimation of the Parameters of the Joint Multifractal Spectrum of Signals and Images” was supervised by Jean-Yves Tourneret and Herwig Wendt at Institut de Recherche en Informatique de Toulouse - IRIT at the University of Toulouse. A copy of it can be found here.

Download my resumé (updated on 03/2023).

NEWS

[05/2023] New journal paper. I am glad to report that the paper Bounds for the Estimation of Matrix-Valued Parameters of a Gaussian Random Process with H. Wendt and J.-Y. Tourneret has been accepted for publication in Signal Processing.

[03/2023] New position. I joined the ULTIM team at CREATIS lab as a posdoctoral researcher on data science for quantitative acoustic microscopy.

[06/2022] New journal paper. I am glad to report that the paper A Bayesian framework for multivariate multifractal analysis with H. Wendt, J.-Y. Tourneret and P. Abry has been accepted for publication in IEEE Transactions on Signal Processing.

[10/2019] Joined ANR project MUTATION. I joined the ANR project MUTATION as a PhD student on multifractal analysis for multivariate and non-homogeneous data with biomedical and remote sensing applications.

[09/2018] CARMIN-IHP-CIMPA Fellowship. I received a fellowship from CIMPA to participate in the semester research program “The mathematics of imaging” from Jan. to Apr. 2019 at IHP in Paris, France.

Interests
  • Statistical Signal and Image Processing
  • Bayesian Methods
  • Machine Learning
  • Multifractal Modeling and Analysis
  • Medical Imaging
  • Remote Sensing
Education
  • PhD in Signal and Image processing, 2022

    National Polytechnic Institute of Toulouse

  • MSc in Mathematics - Numerical Analysis, 2019

    University of Havana

  • BSc in Mathematics, 2016

    University of Havana

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