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07/06/2022
The Weaknesses of Adversarial Camouflage in Overhead Imagery
Machine learning is increasingly critical for analysis of the ever-growi...
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02/23/2021
The SpaceNet Multi-Temporal Urban Development Challenge
Building footprints provide a useful proxy for a great many humanitarian...
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02/08/2021
The Multi-Temporal Urban Development SpaceNet Dataset
Satellite imagery analytics have numerous human development and disaster...
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06/04/2020
RarePlanes: Synthetic Data Takes Flight
RarePlanes is a unique open-source machine learning dataset that incorpo...
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04/14/2020
SpaceNet 6: Multi-Sensor All Weather Mapping Dataset
Within the remote sensing domain, a diverse set of acquisition modalitie...
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01/16/2020
Road Network and Travel Time Extraction from Multiple Look Angles with SpaceNet Data
Identification of road networks and optimal routes directly from remote ...
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04/22/2019
City-scale Road Extraction from Satellite Imagery
Automated road network extraction from remote sensing imagery remains a ...
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03/28/2019
SpaceNet MVOI: a Multi-View Overhead Imagery Dataset
Detection and segmentation of objects in overheard imagery is a challeng...
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12/10/2018
The Effects of Super-Resolution on Object Detection Performance in Satellite Imagery
We explore the application of super-resolution techniques to satellite i...
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09/25/2018
Satellite Imagery Multiscale Rapid Detection with Windowed Networks
Detecting small objects over large areas remains a significant challenge...
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07/03/2018
SpaceNet: A Remote Sensing Dataset and Challenge Series
Foundational mapping remains a challenge in many parts of the world, par...
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05/24/2018