Publications

International Journals


  • Maxime Devanne, Stefano Berretti, Pietro Pala, Hazem Wannous, Mohamed Daoudi, Alberto Del Bimbo.
    “Motion segment decomposition of RGB-D sequences for human behavior understanding
    “.
    Pattern Recognition, 2016.
       [DOI]
  • Maxime Devanne, Hazem Wannous, Mohamed Daoudi, Alberto Del Bimbo.
    “3-D Human Action Recognition by Shape Analysis of Motion Trajectories on Riemannian Manifold”.
    IEEE Transactions on Cybernetics, vol. 45, no. 7, pp. 1340-1352, 2015.
       [DOI]

International Conferences and Workshops


  • Maxime Devanne, Sao Mai Nguyen.
    Generating Shared Latent Variables for Robots to Imitate Human Movements and Understand their Physical Limitations“.
    Workshop on Transferring and Adapting Source Knowledge in Computer Vision, in conjunction with ECCV2018, Munich, Germany.
  • Maxime Devanne, Sao Mai Nguyen, Olivier Remy-Neris, Beatrice Le Gales-Garnett, Gilles Kermarrec, André Thépaut.
    A co-design approach for a rehabilitation robot coach for physical rehabilitation based on the error classification of motion errors“.
    IEEE IRC workshop on Collaboration of Humans, Agents, Robots, Machines and Sensors 2018, Laguna Hills, CA, USA.
  • Maxime Devanne, Sao Mai Nguyen.
    Multi-level Motion Analysis for Physical Exercises Assessment in Kinaesthetic Rehabilitation“.
    IEEE-RAS International Conference on Humanoid Robots 2017, Birmingham, UK.
  • Mohamed Daoudi, Maxime Devanne, Francois Quesque, Yann Coello.
    Computational Modeling of Human Social Intention“.
    ECCV, 1st Workshop on Action and Anticipation for Visual Learning, Oct 2016, Amsterdam, Netherlands.
  • Maxime Devanne, Hazem Wannous, Stefano Berretti, Pietro Pala, Mohamed Daoudi, Alberto Del Bimbo.
    Learning Shape Variations of Motion Trajectories for Gait Analysis“.
    International Conference on Pattern Recognition (ICPR) 2016, Cancun, Mexico.
       [DOI]
  • Paul-Audain Desrosiers, Maxime Devanne and Mohamed Daoudi.
    Novel Generative Model for Facial Expressions Based On Statistical Shape Analysis of Landmarks Trajectories“.
    International Conference on Pattern Recognition (ICPR) 2016, Cancun, Mexico.
       [DOI]
  • Maxime Devanne, Hazem Wannous, Stefano Berretti, Pietro Pala, Mohamed Daoudi, Alberto Del Bimbo.
    “Combined Shape Analysis of Human Poses and Motion Units for Action Segmentation and Recognition”.
    International Workshop on Understanding Human Activities through 3D Sensors, FG 2015, Lubjana, Slovenia.
          [DOI]
  • Maxime Devanne, Hazem Wannous, Stefano Berretti, Pietro Pala, Mohamed Daoudi, Alberto Del Bimbo.
    “Space-time Pose Representation for 3D Human Action Recognition”.
    International Workshop on Social Behaviour Analysis, ICIAP 2013, Naples, Italy.
          
    [DOI]

National Conferences


  • Maxime Devanne, Hazem Wannous, Stefano Berretti, Pietro Pala, Mohamed Daoudi, Alberto Del Bimbo.
    “Reconnaissance d’actions humaines 3D par l’analyse de forme des trajectoires de mouvement”
    Compression et Représentation des Signaux Audiovisuels (CORESA), 2014, Reims, France. 2014
       

Book chapter


  • André Thépaut, Sao Mai Nguyen, Maxime Devanne, Olivier Remy-Neris.”Rééducation fonctionnelle assistée par robot humanoïde”. Robots, de nouveaux partenaires de soins psychiques, pages 157-165, 2018″
    [Link]

PhD Thesis


  • “3D Human Behavior Understanding by ShapeAnalysis of Human Motion and Pose”
    Defended on December 1st, 2015.

       

Master Thesis


  • “3D Human Body Modeling from Microsoft Kinect cameras”
    Defended on July 4th, 2012. (in french)