Dalton Lunga Group Lead & Senior Research Scientist Contact LUNGADD@ORNL.GOV All Publications Large-Scale Classification of Urban Structural Units From Remote Sensing Imagery Mapping Human Dynamics Learning to Count Grave Sites for Cemetery Observation Models With Satellite Imagery Sampling Subjective Polygons for Patch-Based Deep Learning Land-Use Classification in Satellite Images Toward Large-Scale Image Segmentation on Summit Accounting for Training Data Error in Machine Learning Applied to Earth Observations Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics Artificial Intelligence Tools and Platforms for GIS The Trillion Pixel GeoAI Challenge Workshop Towards Misregistration-Tolerant Change Detection using Deep Learning Techniques with Object-Based Image Analysis Evolving Larger Convolutional Layer Kernel Sizes for a Settlement Detection Deep-Learner on Summit High Performance Geocomputation for Assessing Human Dynamics at Planet Scale Multiscale Based Characterization and Classification of Urban Land-Use Large Scale Unsupervised Domain Adaptation of Segmentation Networks with Adversarial Learning Performance analysis and optimization for scalable deployment of deep learning models for country‐scale settlement mapping on Titan supercomputer Electricity consumption patterns within cities: application of a data-driven settlement characterization method Ramifications of Evolving Misbehaving Convolutional Neural Network Kernel and Batch Sizes Multilevel Semantic Labeling of Mobile Homes from Overhead Imagery A Comparison of Machine Learning Techniques to Extract Human Settlements from High Resolution Imagery Building Extraction at Scale Using Convolutional Neural Network: Mapping of the United States Generalizing semi-supervised and unsupervised learning for domain adaptation with very large scientific data Domain-Adapted Convolutional Networks for Satellite Image Classification: A Large-Scale Interactive Learning Workflow Hashed Binary Search Sampling for Convolutional Network Training with Large Overhead Image Patches AN INDUCTIVE MAPPING WITH CONVOLUTIONAL REPRESENTATIONS FOR HUMAN SETTLEMENT DETECTION: PRELIMINARY RESULTS Toward large-scale building detection with convolutional neural network using remote sensing images Pagination First page « First Previous page ‹Ĺ Page 1 Current page 2 Key Links Organizations National Security Sciences Directorate Geospatial Science and Human Security Division Geographic Data Science Section GeoAI Group
