Dalton D Lunga Group Lead & Senior Research Scientist Contact lungadd@ornl.gov | 865.574.8444 All Publications 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... Toward large-scale building detection with convolutional neural network using remote sensing images... 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... Pagination First page « First Previous page ‹‹ Page 1 Current page 2 Key Links ORCID Organizations National Security Sciences Directorate Geospatial Science and Human Security Division Geographic Data Science Section GeoAI Group
