MaLGa logoMaLGa black extendedMaLGa white extendedUniGe ¦ MaLGaUniGe ¦ MaLGaUniversita di Genova | MaLGaUniversita di Genova

mlv

Machine Learning & Vision

  • We investigate different nuances of visual perception in artificial intelligence systems, where computer vision and machine learning are combined to obtain robust data-driven methods addressing a variety of problems.

    In this multidisciplinary world, we are interested in mathematically sound algorithms, computational models, and a wide range of applications.

  • In particular, we study and develop methods for scene understanding, motion analysis, and action recognition, with applications to assisted living, human-machine interaction, and robotics.

Grants

  • Cognitively-inspired architectures for human motion understanding
    Nicoletta Noceti - Principal Investigator
    AFOSR - Air Force Office of Scientific Research

    Start 2020

    End 2023

  • MOREorLESS: Learning to analyse human motion with a markerless approach
    Francesca Odone - Principal Investigator
    UniGe ¦ DIBRIS SEED

    Start 2019

    End 2021

  • Stairway to elders: bridging space, time and emotions in their social environment for wellbeing
    Nicoletta Noceti - Head of unit
    CARIPLO

    Start 2019

    End 2021

  • Fruibilità ed efficienza di tecniche avanzate di machine learning in ambito biomedicale
    Nicoletta Noceti - Head of unit
    Regione Liguria

    Start 2019

    End 2021

  • Testing and run-time verification meet Machine Learning
    Nicoletta Noceti - Principal Investigator
    UniGe ¦ DIBRIS SEED

    Start 2018

    End 2020

Publications

  • 2020

    Markerless gait analysis in stroke survivors based on computer vision and deep learning: A pilot study
    M. Moro G. Marchesi F. Odone M. Casadio
    Proceedings of the 35th …

  • Positive technology for elderly well-being: A review
    G. Grossi R. Lanzarotti P. Napoletano N. Noceti
    Pattern Recognition …

  • Markerless gait analysis in stroke survivors based on computer vision and deep learning: a pilot study
    M. Moro G. Marchesi F. Odone M. Casadio
    Proceedings of the 35th …

  • 2019

    Are we done with object recognition? The iCub robot's perspective
    G. Pasquale C. Ciliberto F. Odone L. Rosasco
    Robotics and …

  • The effects of data sources: A baseline evaluation of the moca dataset
    E. Nicora G. Goyal N. Noceti F. Odone
    International Conference on Image …