Francesca Matrone

According to our database, Francesca Matrone authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Enhancing explainability of deep learning models for point cloud analysis: a focus on semantic segmentation.

Francesca Matrone, Marina Paolanti, Emanuele Frontoni, Roberto Pierdicca

Int. J. Digit. Earth, December, 2024

2023

The HBIM-GIS Main10ance Platform to Enhance the Maintenance and Conservation of Historical Built Heritage.

Francesca Matrone, Elisabetta Colucci, Emmanuele Iacono, Gianvito Marino Ventura

Sensors, October, 2023

Artificial Intelligence for the analysis of Cultural Heritage point clouds.

Marina Paolanti, Francesca Matrone, Tiberio Uricchio, Benedetta Giovanola, Emanuele Frontoni, Andrea Maria Lingua, Roberto Pierdicca

Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023

2022

BubblEX: An Explainable Deep Learning Framework for Point-Cloud Classification.

Francesca Matrone, Marina Paolanti, Andrea Felicetti, Massimo Martini, Roberto Pierdicca

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

2021

A BIM-GIS Integrated Database to Support Planned Maintenance Activities of Historical Built Heritage.

Elisabetta Colucci, Emmanuele Iacono, Francesca Matrone, Gianvito Marino Ventura

Proceedings of the Geomatics and Geospatial Technologies - 24th Italian Conference, 2021

2020

Point Cloud Semantic Segmentation Using a Deep Learning Framework for Cultural Heritage.

Roberto Pierdicca, Marina Paolanti, Francesca Matrone, Massimo Martini, Christian Morbidoni, Eva Savina Malinverni, Emanuele Frontoni, Andrea Maria Lingua

Remote. Sens., 2020

Comparing Machine and Deep Learning Methods for Large 3D Heritage Semantic Segmentation.

Francesca Matrone, Eleonora Grilli, Massimo Martini, Marina Paolanti, Roberto Pierdicca, Fabio Remondino

ISPRS Int. J. Geo Inf., 2020