For a Human-Centered AI

Eleonora Grilli

Researcher in 3DOM Unit, Digital Industry Center at FBK

Curriculum Vitae
  • Since 10/2019: Research position, specialised in Point Cloud classification, at 3DOM research unit, FBK Trento, Italy.

  • 10/2016 – 10/2019: PhD in “Segmentation and semantics of architectural point cloud” at 3DOM research unit, FBK Trento, Italy.

  • 2013-2015: Master degree in Building and Urban Systems Engineering, University of Bologna, Italy.

  • 2009-2013: Bachelor degree in Building Engineering, University of Bologna, Italy.

Research areas
  • Point cloud classification

  • Machine learning

  • Cultural heritage – architecture

PhD Thesis

Grilli, E., 2020: “Automatic classification of architectural and archaeological 3D Data


SIFET Young Authors Awards 2019 for the article: “Texture- and geometry-based approaches for the classification of 3D heritage”, 64th SIFET Congress, June 2019

Organized Scientific Events
  • ISPRS Technical Commission II Symposium, “Towards Photogrammetry 2020”, 3-7 June 2018, Riva del Garda, Italy.

  • CIPA 2019 Avila, 27th International Symposium, 1-5 September 2019, Avila, Spain.

Keynotes (K) / Invited (I) talks @ Conferences
  • ML to facilitate the interpretation of heritage 3D – REEACH ID (13-14 October 2020, Turin) (K)

  • Classificazione supervisionata di nuvole di punti architettoniche: approccio gerarchico multi-livello e multi-risoluzione – Documetazione & Digitale (20th November 2020, Rome) (I)

  • Journals: ISPRS Journal of Photogrammetry and Remote Sensing (ElServier), Remote Sensing (MDPI), Sensors (MDPI), ISPRS International Journal of Geoinformation (MDPI), Heritage (MDPI), Symmetry (MDPI).

  • Conferences: ISPRS Congress 2020, FAPER 2020, ISPRS Congress 2021.

Spotlight's articles

  • June 14, 2021
    Giving meaning to 3D points
    They are able to represent the shape, size, position and orientation of objects and scenes in space for applications such as 3D city modeling, land monitoring, power line inspection, autonomous navigation in indoor and outdoor spaces, industrial monitoring, documentation and restoration of cultural heritage