Dalton Lunga Group Lead & Senior Research Scientist Contact LUNGADD@ORNL.GOV All Publications Interactive Rotated Object Detection for Novel Class Detection in Remotely Sensed Imagery OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery A Science Gateway for the Repeatable Analysis of Machine Learning Predicted Gravity Anomalies... Conditional Experts for Improved Building Damage Assessment Across Satellite Imagery View Angles Deep Learning Scene Classification Experiments in Automatic Detection of Slums on Planetscope Imagery... Towards Diverse and Representative Global Pretraining Datasets for Remote Sensing Foundation Models... Introducing SpaceNet 9 - Cross-Modal Satellite Imagery Registration for Natural Disaster Responses Pretraining Billion-Scale Geospatial Foundational Models on Frontier Benchmarking and end-to-end considerations for GeoAI-enabled decision making A five-year milestone: reflections on advances and limitations in GeoAI research Chapter "GeoAI for Humanitarian Assistance" in Book "Handbook of Geospatial Artificial Intelligence" An Agenda for Multimodal Foundation Models for Earth Observation Towards Geospatial Knowledge Graph Infused Neuro-Symbolic AI for Remote Sensing Scene Understanding Scaling Automatic Vector Data Alignment to Satellite Imagery TOWARDS RAPID RESPONSE UPDATES OF POPULATIONS AT RISK... Providing Geospatial Intelligence through a Scalable Imagery Pipeline Post-Invasion Damage Assessment: Ukraine’s Crop Storage Infrastructure Semi-automated Design of Artificial Intelligence Earth Science Models Embedding Ethics and Trustworthiness for Sustainable AI in Earth Sciences: Where Do We Begin? SpaceNet 8 - The Detection of Flooded Roads and Buildings 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 Computer-aided Abnormality Detection in Chest Radiographs in a Clinical Setting via Domain-adaptation... Pagination Current page 1 Page 2 Next page ›› Last page Last » Key Links ORCID Organizations National Security Sciences Directorate Geospatial Science and Human Security Division Geographic Data Science Section GeoAI Group
