357 citations · 927 across the 12 of their papers we have counts for
10 papers · 1 filter
The Multi-Temporal Urban Development SpaceNet Dataset
Adam Van Etten, Daniel Hogan, Jesus Martinez-Manso +3
Satellite imagery analytics have numerous human development and disaster response applications, particularly when time series methods are involved. For example, quantifying populat…
The SpaceNet Multi-Temporal Urban Development Challenge
Adam Van Etten, Daniel Hogan
Building footprints provide a useful proxy for a great many humanitarian applications. For example, building footprints are useful for high fidelity population estimates, and quant…
Road Network and Travel Time Extraction from Multiple Look Angles with SpaceNet Data
Adam Van Etten, Jacob Shermeyer, Daniel Hogan +2
Identification of road networks and optimal routes directly from remote sensing is of critical importance to a broad array of humanitarian and commercial applications. Yet while id…
City-Scale Road Extraction from Satellite Imagery v2: Road Speeds and Travel Times
Adam Van Etten
Automated road network extraction from remote sensing imagery remains a significant challenge despite its importance in a broad array of applications. To this end, we explore road…
City-scale Road Extraction from Satellite Imagery
Adam Van Etten
Automated road network extraction from remote sensing imagery remains a significant challenge despite its importance in a broad array of applications. To this end, we leverage rece…
SpaceNet MVOI: a Multi-View Overhead Imagery Dataset
Nicholas Weir, David Lindenbaum, Alexei Bastidas +5
Detection and segmentation of objects in overheard imagery is a challenging task. The variable density, random orientation, small size, and instance-to-instance heterogeneity of ob…