How Good is Good Enough?: Quantifying the Effects of Training Set Quality Conference Paper November, 2018
Exploiting deep learning and volunteered geographic information for mapping buildings in Kano, Nigeria Journal October, 2018
A Comparison of Machine Learning Techniques to Extract Human Settlements from High Resolution Imagery Conference Paper July, 2018
A novel application of terrestrial LIDAR to characterize elevation change at human grave surfaces in support of narrowing down possible unmarked grave locations Journal June, 2018
Building Extraction at Scale Using Convolutional Neural Network: Mapping of the United States Journal June, 2018
Generalizing semi-supervised and unsupervised learning for domain adaptation with very large scientific data Conference Paper March, 2018
Domain-Adapted Convolutional Networks for Satellite Image Classification: A Large-Scale Interactive Learning Workflow Journal February, 2018