357 citations · 927 across the 12 of their papers we have counts for
4 papers · 1 filter
The Effects of Super-Resolution on Object Detection Performance in Satellite Imagery
Jacob Shermeyer, Adam Van Etten
We explore the application of super-resolution techniques to satellite imagery, and the effects of these techniques on object detection algorithm performance. Specifically, we enha…
Satellite Imagery Multiscale Rapid Detection with Windowed Networks
Adam Van Etten
Detecting small objects over large areas remains a significant challenge in satellite imagery analytics. Among the challenges is the sheer number of pixels and geographical extent…
SpaceNet: A Remote Sensing Dataset and Challenge Series
Adam Van Etten, Dave Lindenbaum, Todd M. Bacastow
Foundational mapping remains a challenge in many parts of the world, particularly in dynamic scenarios such as natural disasters when timely updates are critical. Updating maps is…
You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery
Adam Van Etten
Detection of small objects in large swaths of imagery is one of the primary problems in satellite imagery analytics. While object detection in ground-based imagery has benefited fr…