3 papers
cs.CV2021
On Board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery
Maria Pia Del Rosso, Alessandro Sebastianelli, Dario Spiller +2
In recent years, the growth of Machine Learning (ML) algorithms has raised the number of studies including their applicability in a variety of different scenarios. Among all, one o…
eess.IV2020
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…
eess.IV2020
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…