Eleonora Grilli

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: MEng Building and Urban Systems Engineering, University of Bologna, Italy.

• 2009-2013: BEng Building Engineering, University of Bologna, Italy.

Current Research Areas and Interests

• Developing AI solutions (machine/deep learning) for different fields and needs:

• Architecture / Cultural Heritage

• Agriculture

• Industry

• Forestry

• Geospatial

• 3D reconstruction and modelling

• From point cloud classification to automated mapping

PhD Thesis

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

Awards

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.

• 8th International Workshop 3D-ARCH "3D Virtual Reconstruction and Visualization of Complex Architectures", Bergamo (Italy), 6-8 February 2019.

• 9th International Workshop 3D-ARCH "3D Virtual Reconstruction and Visualization of Complex Architectures", Mantua (Italy), 2-4 March 2022.

• CIPA 2023 Florence, 29th International Symposium, 25-30 July 2023, Florence, Italy.

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)

e-learning courses Instructor

• EuroSDR Educational Service (EduServ) 2022: 3D point cloud classification for mapping purposes

Reviewer

• Journals: ISPRS Journal of Photogrammetry and Remote Sensing, Remote Sensing (MDPI), Sensors (MDPI), ISPRS International Journal of Geoinformation (MDPI), Heritage (MDPI), Symmetry (MDPI), Journal of Cultural Heritage (Elsevier), Pattern Recognition (Elsevier), Computers and Electronics in Agriculture (Elsevier).

• Conferences: FAPER 2020, ISPRS Congress 2020, ISPRS Congress 2021, ISPRS Congress 2022, 3D-ARCH 2022, FAPER 2022.