24 citations · 90 across the 43 of their papers we have counts for
6 papers · 1 filter
AIRSENSE-TO-ACT: A Concept Paper for COVID-19 Countermeasures based on Artificial Intelligence algorithms and multi-sources Data Processing
A. Sebastianelli, F. Mauro, G. Di Cosmo +3
Aim of this paper is the description of a new tool to support institutions in the implementation of targeted countermeasures, based on quantitative and multi-scale elements, for th…
A New Mask R-CNN Based Method for Improved Landslide Detection
Silvia Liberata Ullo, Amrita Mohan, Alessandro Sebastianelli +4
This paper presents a novel method of landslide detection by exploiting the Mask R-CNN capability of identifying an object layout by using a pixel-based segmentation, along with tr…
Automatic Dataset Builder for Machine Learning Applications to Satellite Imagery
Alessandro Sebastianelli, Maria Pia Del Rosso, Silvia Liberata Ullo
Nowadays the use of Machine Learning (ML) algorithms is spreading in the field of Remote Sensing, with applications ranging from detection and classification of land use and monito…
Land Use and Land Cover Classification using a Human Group based Particle Swarm Optimization Algorithm with a LSTM classifier on hybrid-pre-processing Remote Sensing Images
R. Ganesh Babu, K. Uma Maheswari, C. Zarro +2
Land use and land cover (LULC) classification using remote sensing imagery plays a vital role in many environment modeling and land use inventories. In this study, a hybrid feature…
Monitoring of Critical Infrastructures by Micro-Motion Estimation: the Mosul Dam Destabilization
Filippo Biondi, Pia Addabbo, Carmine Clemente +2
In this paper, authors propose a new procedure to provide a tool for monitoring critical infrastructures. Particularly, through the analysis of COSMO-SkyMed satellite data, a detai…
Application of DInSAR Technique to High Coherence Satellite Images for Strategic Infrastructure Monitoring
Tony De Corso, Luca Mignone, Alessandro Sebastianelli +6
In this paper the authors present and validate a procedure, which intends to combine the latest state of the art models in bridge monitoring with freely available satellite data. T…