David Hughes Remote sensing image scientist Contact HUGHESDC@ORNL.GOV All Publications Automated Model for Improved Mapping of Country-Scale High-Resolution Coastal Bathymetry Automated remote sensing tools to counter illicit maritime activity: vessel detection, bathymetry and topography from WorldView imagery Providing Geospatial Intelligence through a Scalable Imagery Pipeline UAS Edge Computing of Energy Infrastructure Damage Assessment A Weakly-Supervised, Multitask Deep Learning Framework for Shadow Mitigation in Remote Sensing Imagery... Automated High-Resolution Satellite-Derived Coastal Bathymetry Mapping SPATIOTEMPORAL TRACKING OF WIDE AREA POWER OUTAGE FROM NIGHT-TIME LIGHT IMAGERY Artificial illumination identification from an unmanned aerial vehicle Temporal multispectral and 3D analysis of Cerro de Pasco, Peru Integration and operation of a sUAS-based multi-modal imaging payload equipped with a novel communication system enabling autonomous platform control Generalizing semi-supervised and unsupervised learning for domain adaptation with very large scientific data Optimizing Convolutional Neural Networks for Cloud Detection Key Links Organizations National Security Sciences Directorate Geospatial Science and Human Security Division Geographic Data Science Section Remote Sensing Group
