49 citations · 49 across the 1 of their papers we have counts for
2 papers
econ.GN2020
Monitoring War Destruction from Space: A Machine Learning Approach
Hannes Mueller, Andre Groger, Jonathan Hersh +2
Existing data on building destruction in conflict zones rely on eyewitness reports or manual detection, which makes it generally scarce, incomplete and potentially biased. This lac…
stat.ML2017★ 49 cited
Poverty Mapping Using Convolutional Neural Networks Trained on High and Medium Resolution Satellite Images, With an Application in Mexico
Boris Babenko, Jonathan Hersh, David Newhouse +2
Mapping the spatial distribution of poverty in developing countries remains an important and costly challenge. These "poverty maps" are key inputs for poverty targeting, public goo…