DEBROUX Noémie

    • Thèmes de recherche/Research topics: Imagerie/Image processing
    • Thèse/Ph D : 2015-2018
    • Financement/Funding: Allocation d'établissement   (en lien avec le projet M2NUM et avec UC Los Angeles)
    • Encadrement/Advisor: C. Le Guyader
    • Equipe/Team (LMI) : Analyse numérique, Imagerie et Approximation
    • Projet : membre du projet M2NUM (M2NUM is co-financed by the European Union with the European regional development fund (ERDF, HN0002137) and by the Normandie Regional Council)
    • Récompenses/Awards:
      -       Bourse Newton 2017 (séjour à l'Université de Cambridge, UK),
      - 2017 Competing for scholarships L’Oréal-UNESCO for Women in Science in France, "one of the 300 best applications over more than 1000"
      - Prix de la Vocation Scientifique et Technique des Filles (Scientific and technical vocation price for girls) awarded by Délégation Régionale aux Droits des Femmes et à l’Egalité de Basse Normandie (Regional delegation for women’s rights and equality in lower Normandy, France)
    • Stages/Internship :Dassault Systèmes (été 2015)
      Participation à la Semaine Math-Entreprise SMAI/Labex AMIES, Grenoble, octobre 2016.

@ CAMBRIDGE University from 2018/19 and MCF Clermont from 2019

New URL :
https://sites.google.com/view/noemiedebroux/

  • Thèse soutenue en 2018 devant le jury suivant :
    M. Gabriel PEYRE, Directeur de Recherche CNRS, Université Paris-Dauphine et École Normale Supérieure - Président du Jury                
    Mme Carola-Bibiane SCHÖNLIEB , Professeur, University of Cambridge - Rapporteur
    M. Simon MASNOU, Professeur des Universités, Université Lyon 1 - Rapporteur
    M. Benedikt WIRTH, Professeur, Universität Münster - Rapporteur
    Mme Luminita VESE, Professeur, University of California, Los Angeles - Examinateur
    M. Christian GOUT, Professeur des Universités, INSA Rouen -   Examinateur
    M. Charles KERVRANN, Directeur de Recherche INRIA, INRIA Rennes - Examinateur
    Mme Carole LE GUYADER, Professeur des Universités, INSA Rouen - Directrice de thèse
  • Papers
    • Papers in Journal :
      - A Variational Model Dedicated to Joint Segmentation, Registration, and Atlas Generation for Shape Analysis, N. Debroux , J. Aston, F. Bonardi, A. Forbes, C. Le Guyader, M. Romanchikova, and C.-B. Schönlieb, SIAM J. Imaging Sci., 13(1), 351–380, 2020.
      - A joint segmentation/registration model based on a nonlocal characterization of weighted total
      variation and nonlocal shape descriptors, N. Debroux, C. Le Guyader, SIAM J. Imaging Sci. 11, no. 2, 957–990, 2018.
      - A Non-Local Topology-Preserving Segmentation Guided Registration Model, N. Debroux, C. Le Guyader, S. Ozeré, Journal of Mathematical Imaging and Vision, 59, Issue 3, pp 432–455, 2017.
      - A second order free discontinuity model for bituminous surfacing crack recovery and analysis of a nonlocal version of it, N. Debroux, C. Le Guyader, L. A. Vese, Ann. Math. Sci. Appl. 3, no. 1, 49–88, 2018.
      - Enumeration of Polycubes and Dirichlet Convolutions, C. Carré, N. Debroux, M. Deneufchâtel, J.-Ph. Dubernard, C. Hillairet, J.-G. Luque, and O. Mallet, Journal of Integer Sequences, Vol. 18 (2015), article ref. 15.11.4.(before the Ph D thesis)
    • Book chapter
      - N. Debroux, and C. Le Guyader, A unified hyperelastic joint segmentation/registration model based on weighted total variation and nonlocal shape descriptors, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10302 LNCS, pp. 614-625, 2017.
    • Proceedings
      - Denis Fortun, Noemie Debroux, Charles Kervrann. Spatially-variant kernel for optical flow under low signal-to-noise ratios: application to microscopy, ICCV Workshop - BioImage Computing (BIC), , 10 pages, IEEE, Oct 2017, Venice, Italy.
    • Report
      - Topology optimization for 3D printing (CONFIDENTIAL DASSAULT SYSTEMES - INSA Rouen), N. Debroux, 56 pages, 2015.
  • Communications

    • Multi-tasking to Correct : Motion-Compensated MRI via Joint Reconstruction and Registration, 
      Corona V., Aviles-Rivero A., Debroux N., Graves M., Le Guyader C., Schönlieb C., Willians G.,
      accepted in Scale Space and Variational Methods in Computer Vision : 7 th International Conference, SSVM 2019, Hofgeismar, Germany, June 30-July 4, 2019.

    • Motion Correction Resolved for MRI via Multi-Tasking : A Simultaneous Reconstruction and Registration Approach,
      Corona* V., Aviles-Rivero A., Debroux N., Graves M., Le Guyader C., Scönlieb C., Williams G.,
      accepted abstract for digital poster at the ISMRM (International Society for Magnetic Resonance in Medicine) 27th Annual Meeting & Exhibition, Montreal, Canada, May 11-16, 2019.

    • Joint registration and non-local topology-preserving segmentation model,   *N.   Debroux,   S. Ozeré, C. Le Guyader, INSA Rouen, Workshop High-dimensional Statistics, Inverse Problems and Convex Analysis, London, U.K., March 22, 2016.

    • Joint segmentation/registration model, N. Debroux, Minisympoium “Hybrid Models for Inverse Imaging Problems” in Applied Inverse Problems Conference, Hangzhou, China,  May 29 – June 2, 2017.

    • A Unified Hyperelastic Joint Segmentation/registration Model Based on Weighted Total Variation and Piecewise Constant Mumford-Shah Model
      *Debroux, Noemie, le Guyader Carole, 2017 IEEE International Symposium on Biomedical Imaging
      Melbourne Convention and Exhibition Centre, Australia, April 18-21, 2017

    • A unified hyperelastic joint segmentation/registration model based on weighted total variation and nonlocal shape descriptors,   N.   Debroux,   Journée   Normastic   Méthodes   variationnelles   et statistiques appliquées au traitement d’images, INSA, Rouen, January 27, 2017.

    • Séminaire à Monash University à Melbourne en avril/mai :
      Date., 28 avril, 14:00 – 15:00 - Room 340 (plan)
      Speaker: Noemie Debroux (INSA Rouen, France) -       Title: A Unified Hyperelastic Joint Segmentation/Registration Model Based on Weighted Total Variation and Nonlocal Shape Descriptors.

    • A Unified Hyperelastic Joint Segmentation/registration Model Based on Weighted Total Variation and Nonlocal Shape Descriptors, *N. Debroux et al., SIAM conference on Imaging Science, Albuquerque, USA, May 23-26, 2016.

    • Methods for joint registration and segmentation,  *Noémie Debroux, communication Level Set collective, Dpt of Applied Math., UC Los Angeles, july 12, 2016.
  • Séjours à l'étranger
    University of Cambridge, UK (april 2016),
    with Carola-Bibiane Schönlieb and John Aston.
    UC Los Angeles, USA (may-june-july 2016),
    with Luminita Vese.
    Monash University, Australia  (April/May 2017)
    invited by Jérôme Droniou.
     
  • Enseignement/Teaching
    • 2016-2018 Mathematical analysis, teaching assistant for undergraduate tutorials, INSA of Rouen, France (128 hours).
    • 2017-2018 Variational Methods in Image Processing, one lecture on nonlocal aproximation of total variation, graduate students (last year of the engineering cycle), INSA of Rouen, France.
    • 2017-2018 Approximation and geometrical design, one lecture on support vector machine classifiers for graduate students, INSA of Rouen, France.
    • 2017-2018 Academic supervision of engineering students’ final year projects, fine structures detection, notion of scale, higher order nonlocal models, concentration of measure and dual problems, joint with Pr. Carole Le Guyader, INSA of Rouen, France.
  • Industrial collaborations
    • Dassault Systèmes (Velizy, France) : participation au projet et contrat 04310-2016DS Dassault Systèmes-INSA Rouen - Topology optimization for 3D printing - Numerical generation of 3D bio-inspired shapes)
    • CEREMA (Rouen, France)
  • Administration / Administrative functions
    • Elected member, Scientific council of INSA Rouen (2015/16).