Structural building damage detection with deep learning: Assessment of a state-of-the-art CNN in operational conditions

F Nex, D Duarte, FG Tonolo, N Kerle - Remote sensing, 2019 - mdpi.com
Remotely sensed data can provide the basis for timely and efficient building damage maps
that are of fundamental importance to support the response activities following disaster …

Learning and adapting robust features for satellite image segmentation on heterogeneous data sets

S Ghassemi, A Fiandrotti, G Francini… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper addresses the problem of training a deep neural network for satellite image
segmentation so that it can be deployed over images whose statistics differ from those used …

Convolutional neural networks for on-board cloud screening

S Ghassemi, E Magli - Remote Sensing, 2019 - mdpi.com
A cloud screening unit on a satellite platform for Earth observation can play an important role
in optimizing communication resources by selecting images with interesting content while …

An innovative structural health assessment tool for existing precast concrete buildings using deep learning methods and thermal infrared satellite imagery

M Kargin, R Lukpanov, A Serenkov… - Journal of Civil …, 2023 - Springer
Currently, there is a limited number of tools that can be used to assess progressive damage
of buildings in large-scale study areas. The effectiveness of such tools is also constrained by …

Floodplain settlement dynamics in the Maouri dallol at Guéchémé, Niger: a multidisciplinary approach

A Galligari, F Giulio Tonolo, G Massazza - Sustainability, 2020 - mdpi.com
In Sahelian Africa, rural centers have been hit by catastrophic floods for many years. In order
to prevent the impact of flooding, the flood-prone areas and the settlement dynamics within …

A heterogenous-source Geoinformation System to manage landscape modifications from a climate-change resilience perspective

LS Bellini, A Spanò, MC Bellini, FG Tonolo - 2024 - researchsquare.com
Historical landscapes in Italy have been changing slowly over the centuries since their
features, once fixed in certain shapes, were perpetuated until new economic and social …