Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings

GW Gella, C Pelletier, S Lefèvre… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Dwelling information is essential for humanitarian emergency response during or in the
aftermath of disasters, especially in temporary settlement areas hosting forcibly displaced …

[PDF][PDF] Potential and limitations of radar remote sensing for humanitarian operations

A Braun, V Hochschild - GI Forum, 2017 - academia.edu
Methods of earth observation deliver quick and reliable information covering large areas,
which can be used for the management of natural disasters and humanitarian crises …

Automated detection of refugee dwellings from satellite imagery using multi-class graph-cut segmentation and shadow information

ŞSK Ergünay, F Kahraman… - 2014 22nd Signal …, 2014 - ieeexplore.ieee.org
This paper adresses the automated detection and enumeration of the dwellings/tents within
the refugee camp areas using satellite and aerial images. The fact that dwellings inside the …