Hi everyone,

I am a PhD Student at Jean Monnet University (université de Lyon) in Saint Étienne (France).
I am working under the supervision of Alain Trémeau, Christian Wolf, Rémi Emonet, Elisa Fromont and Damien Muselet.
In a studying computer vision and machine learning especially working with Deep Learning.
I am mainly focused on Semantic Segmentation.

My thesis

Réseaux de neurones convolutifs pour la segmentation sémantique et l'apprentissage d'invariants de couleur. (2017)
Pdf, BibTex

List of publications

  • 2017 Damien Fourure, Rémi Emonet, Elisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf
    Residual Conv-Deconv Grid Network for Semantic Segmentation.
    To appear in British Machine Vision Conference (BMVC)
    Pdf, BibTex, Code
  • 2017 Damien Fourure, Remi Emonet, Elisa Fromont, Damien Muselet, Natalia Neverova, Alain Trémeau, Christian Wolf
    Multi-task, Multi-domain Learning: application to semantic segmentation and pose regression.
    In Neurocomputing.
    Pdf, BibTex
  • 2016 Damien Fourure, Rémi Emonet, Elisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf
    Semantic Segmentation via Multi-task, Multi-domain Learning.
    In joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2016) and Statistical Techniques in Pattern Recognition (SPR 2016).
    Pdf, BibTex
  • 2016 Damien Fourure, Rémi Emonet, Elisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf
    Segmentation de scènes extérieures à partir d'ensembles d'étiquettes à granularité et sémantique variables.
    In RFP - Conférence Nationale en Reconnaissance des Formes et Intelligence Artificielle (RFIA 2016).
  • 2016 Damien Fourure, Remi Emonet, Elisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf
    Mixed pooling Neural Networks for Color Constancy.
    In International Conference on Image Processing (ICIP).
    Pdf, BibTex