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.

People

Grants

TitlePrincipal InvestigatorFundingStartEndAmount
Cognitively-inspired architectures for human motion understandingNicoletta Noceti - Principal InvestigatorAFOSR - Air Force Office of Scientific Research20202023163k
MOREorLESS: Learning to analyse human motion with a markerless approachFrancesca Odone - Principal InvestigatorUniGe ¦ DIBRIS SEED2019202115k
Stairway to elders: bridging space, time and emotions in their social environment for wellbeingNicoletta Noceti - Head of unitCARIPLO2019202150k
Fruibilità ed efficienza di tecniche avanzate di machine learning in ambito biomedicaleNicoletta Noceti - Head of unitRegione Liguria2019202154k
Testing and run-time verification meet Machine LearningNicoletta Noceti - Principal InvestigatorUniGe ¦ DIBRIS SEED2018202015k

Publications

TitleYearAuthorVenueAttachment
Markerless gait analysis in stroke survivors based on computer vision and deep learning: A pilot study2020M. Moro G. Marchesi F. Odone M. CasadioProceedings of the 35th …
Positive technology for elderly well-being: A review2020G. Grossi R. Lanzarotti P. Napoletano N. NocetiPattern Recognition …
Markerless gait analysis in stroke survivors based on computer vision and deep learning: a pilot study2020M. Moro G. Marchesi F. Odone M. CasadioProceedings of the 35th …
Are we done with object recognition? The iCub robot's perspective2019G. Pasquale C. Ciliberto F. Odone L. RosascoRobotics and …
The effects of data sources: A baseline evaluation of the moca dataset2019E. Nicora G. Goyal N. Noceti F. OdoneInternational Conference on Image …