Teaching & Master Projects

Courses

  • LELEC2885: “Image processing and computer vision” (MSc, from 2010)
  • LELEC2900: “Signal Processing” (MSc, from 2018)
  • LINMA2120: “Applied mathematics seminar” (MSc, from 2019)
  • LINMA2360: “Project in mathematical engineering” (MSc, from 2021)
  • LEPL1109: “Statistics and data sciences” (BSc, from 2020)
  • LELEC2102: “Project in Electrical Engineering: Integration of wireless embedded sensing systems” (MSc, from 2021)
  • LELEC2103: “Project in Electrical Engineering: Optimization of wireless embedded sensing systems” (MSc, from 2021)
  • Admission Exams in Engineering (Geometry) (2017-2021)

Master projects

Advisor or co-Advisor

  • 2020-2021: B. Pirlot (co-advisor: N. Pustelnik)
    “Quantification d’incertitude pour le traitement d’images par problèmes inverses”
  • 2020-2021: B. Standaert (co-advisor: C. De Vleeschouwer)
    “Improving generalization of quantized activation neural networks using dither”
  • 2019-2020: J. Calbert (co-advisor: P.-A. Absil)
    “Low-rank and sparsity structures for multispectral direct imaging of exoplanets”
  • 2019-2020: M. Couplet (co-advisor: L. Demanet)
    “Computational extrusion”
  • 2019-2020: J.-L. Voiseux (co-advisor: L. Demanet)
    “Blind De-Rendering - How to turn a wall into a mirror?”
  • 2018-2019: G. Monnoyer de Galland de Carnières (co-advisor: L. Vandendorpe)
    “Sparsity-Driven Moving Target Detection in Distributed Multistatic FMCW Radars”
  • 2018-2019: A. Delhaye & M.-P. van Oldeneel tot Oldenzeel (co-advisor: L. Vandendorpe)
    “Compressive sensing methods for radar systems”
  • 2017-2018: C. Hautecoeur (co-advisor: C. De Vleeschouwer)
    “A Study of Defect Detection by Convolutive Neural Networks”
  • 2017-2018: A. Paris (co-advisor: L. Demanet, MIT, USA)
    “Multi-Channel Blind Deconvolution”
  • 2017-2018: X. Lambein (co-advisor: P.-A. Absil)
    “Matrix Completion Methods for Exoplanet Detection”
  • 2016-2017: V. Schellekens
    “Compressive Clustering of High-Dimensional Datasets by 1-bit Sketching”
  • 2015-2016: M. De Ron (co-advisor: C. De Vleeschouwer)
    “Transfert de qualité entre images”
  • 2015-2016: R. Rahir (co-advisor: P.-A. Absil).
    “Statistical methods for exoplanet detection”
  • 2014-2015: S. Carbonnelle
    “Inpainting non local d’images satellites à deux résolutions pour l’étude de la déforestation”
  • 2014-2015: G. de Foestraets Guillaume (co-advisor: J.-D. Legat)
    “Real-time Stereo Slam on SoC”
  • 2014-2015: S. Gilissen (co-advisor: F.-X. Standaerd)
    “Visual Cryptography in Colours”
  • 2014-2015: S. François & G. Touwaide (in collaboration with Quimesis)
    “Localisation par vision 3D : application au déplacement robotique autonome”
  • 2013-2014: B. Peeters
    “Deconvolution Methods and Coded-Aperture Possibilities for Proton Dose Detection by Gamma Ray Imaging”
  • 2012-2013: K. Degraux (co-advisor: D. Bol)
    “Bridging 1-bit High Resolution Quantized Compressed Sensing”
  • 2012-2013: L. Neu (co-advisor: D. Bol)
    “Conception architecturale et modélisation d’un convertisseur 1 bit compressif audio”
  • 2011-2012: S. Kitic
    “De-Clipping of Sound Signals by Sparsity Prior Regularization”
  • 2011-2012: T. Lienart
    “Inpainting on Graphs as Interpolation Method” (+non-linear interpolation of data on graph with application to conic/parallel rebinning in X-Ray Computed Tomography)
  • 2010-2011: A. Saint
    “Approche multirésolution pour la reconstruction de la surface d’une lentille optique à partir du gradient”
  • 2009-2010: C. Verleysen and N. Merlin
    “Traitements d’images basés sur la transformée en ondelettes sur FPGA pour des applications spatiales”
  • 2008-2009: D. Raboud (EPFL, Switzerland)
    “The Panoptic Camera - Plenoptic interpolation in an omnidirectional polydioptric camera”
  • 2007-2008: E. de Vito (EPFL, Switzerland)
    “Situational Awareness Using A Single Omnidirectional Camera”
  • 2005-2006: M. Thiry and F. van Damme (UCL)
    “Interpolation sphérique par Kriging et analyse spectrale de données EEG”

Reader

  • 2020-2021: B. Loucheur
    “Automatic correction and completion of weather and climate time series”
  • 2020-2021: T. Delsart
    “An Ultra-Low-Power Embedded Convolutional Neural Network for Acoustic Monitoring of Forest Ecosystems”
  • 2020-2021: M. Henry De Frahan
    “Convolutional neural network for blood vessel segmentation : 2D and 3D architectures”
  • 2019-2020: A. Gouverneur
    “Optimal Measurement Times For Particle Filtering and its application in mobile tumor tracking”
  • 2019-2020: E. Darche
    “Graph signal processing for time-varying signals issued from linear dynamical systems”
  • 2019-2020: L. Vandooren
    “Comparison between convolutional and recurrent neural networks for keyword recognition applications”
  • 2018-2019: M. Novak, A. Van Hoof
    “Indicateurs de généralisation au sein des couches d’un réseau de neurones convolutifs”
  • 2018-2019: H. Devillez
    “Data sampling on graphs”
  • 2017-2018: F. Brancaleone
    “Global optimization on manifolds with medical and aerospace application”
  • 2017-2018: J. Karioun and S. Tihon
    “Deep learning in Automatic Piano Transcription”
  • 2017-2018: B. Degomme
    “Force-distance curves analysis in Atomic Force Microscopy”
  • 2016-2017: N. Antoine.
    “Segmentation of fingerprint images on a glass plate: a multiclass fern approach”
  • 2016-2017: A. Gutierrez del Olmo, Carmen.
    “Roots growth visual tracking”
  • 2015-2016: B. Legat.
    “Sum-Of-Squares programming on path-complete graphs for switching systems”
  • 2015-2016: V. Somers.
    “Center of attention prediction for automatic video framing in teamsport events”
  • 2014-2015: B. Pairet
    “Looking for exoplanets”
  • 2014-2015: P. Sparta
    “Détection de mouvements respiratoires par caméra 3D pour la génération d’alarme chez le patient hospitalisé”
  • 2013-2014: G. Nicolas
    “Plane-sweeping stereo matching for 3D reconstruction. Reconstruction 3D par glissement de plans en stéréovision”
  • 2012-2013: S. Baudoin
    “Modélisation de la consommation énergétique de l’Internet selon une approche ascendante”