Contact Information lungadd@ornl.gov 865.574.8444 orcid.org/0000-0003-0054-1141 Related Organizations National Security Sciences Directorate Geospatial Science and Human Security Division Geographic Data Science Section GeoAI Group Dalton D Lunga Group Lead & Senior Research Scientist All Publications Semi-automated Design of Artificial Intelligence Earth Science Models... Embedding Ethics and Trustworthiness for Sustainable AI in Earth Sciences: Where Do We Begin?... Model Assumptions and Data Characteristics: Impacts on Domain Adaptation in Building Segmentation... 2021 GeoAI Workshop Report: The Trillion Pixel Challenge... FAIR Interfaces for Geospatial Scientific Data Searches... ReSFlow: A Remote Sensing Imagery Data-Flow for Improved Model Generalization... Large-Scale Classification of Urban Structural Units From Remote Sensing Imagery... Mapping Human Dynamics... Sampling Subjective Polygons for Patch-Based Deep Learning Land-Use Classification in Satellite Images... Learning to Count Grave Sites for Cemetery Observation Models With Satellite Imagery... 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 ... 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... Pagination Current page 1 Page 2 Next page ›› Last page Last »
