Projects
Tagged As
![A web application of CAP images, hosted on ArcGIS, is annotated using LADI v2. Circle sizes and colors represent likelihood of damage and damage type, adjustable filters are in the middle, and the right shows a preview of a selected point.](/sites/default/files/styles/list/public/project/image/2024-07/LADI%20image.png?h=8a55bbdf&itok=1j0XJdD_)
Multi-label Dataset and Classifiers for Low-Altitude Disaster Imagery
This software program helps disaster responders extract actionable information from post-disaster aerial images.
Tags
![A map of the United States with areas colored on a scale from yellow to dark red, indicating drought severity.](/sites/default/files/styles/list/public/project/image/2024-03/Drought-map.png?itok=FzV1TKVT)
Artificial Intelligence–Based Drought Prediction
We are developing a neural network using data derived from satellite measurements of temperature and humidity to improve drought monitoring and forecasting.
Tags
![A flow chart showing how audio signals are processed to create features for algorithms to distinguish between signals from cargo, passenger, tanker, and tug ships.](/sites/default/files/styles/list/public/project/image/2023-11/van%20dine%20TO%20graphic_rev_1.png?h=1625ec1c&itok=jJVhTwQ7)
Combining Neural Networks and Histogram Layers for Underwater Target Classification
New machine learning methods capture statistical features within sonar data to distinguish between sound sources.
Tags
![Two photos are shown of the same landscape. The left hand photo shows a clear day, with a mountain in the distance. The right hand side shows a foggy view, with the mountain obscured.](/sites/default/files/styles/list/public/project/image/2023-09/VEIA_0.png?itok=uoBryo0m)
Visibility Estimation through Image Analytics
An algorithm uses camera imagery to estimate visibility for pilots flying in remote areas that lack weather sensors.
Tags
![Teaming autonomous ground and aerial vehicles improves autonomous off-road military missions.](/sites/default/files/styles/list/public/project/image/2023-08/Screenshot%202023-03-03%20at%209.21.18%20AM.png?itok=T3WO1jp6)
Autonomous Mobility Through Intelligent Collaboration
Teaming autonomous ground and aerial vehicles improves autonomous off-road military missions.
Tags
![a researcher looks through a small window on a large metal multichambered molecular beam epitaxy tool.](/sites/default/files/styles/list/public/project/image/2022-12/522734-001D.jpg?h=41f55a5b&itok=PRwftYs3)
Materials by Design
A new approach to materials discovery aims to expedite the process of deploying new materials for specific mission needs.
Tags
![Multiple images of drawn faces in different colors connected by white lines.](/sites/default/files/styles/list/public/project/image/2022-09/AnyPlay.png?itok=SzHY6wM2)
Mission-Ready Reinforcement Learning
We are using reinforcement learning to train artificial intelligence to team with humans.
Tags
![Responsible AI Toolbox art concept](/sites/default/files/styles/list/public/project/image/2022-08/AI%20Suitcase3.png?h=d1cb525d&itok=psvEgerl)
Responsible AI Toolbox
We are building an open-source toolbox to help researchers more easily design, evaluate, and monitor artificial intelligence (AI) systems.
Tags
![A schematic showing radar sensing as one application that can benefit from robust, trustworthy, and safe artificial intelligence in resource-constrained applications.](/sites/default/files/styles/list/public/project/image/2022-07/digital-web-02.jpg?h=671b71e5&itok=kpO5AFKO)
Machine Learning in Resource-Constrained Environments
Robust, trustworthy, and safe machine learning algorithms that operate in resource-constrained environments will improve missile defense and other target recognition and mission planning systems.
Tags
![A screenshot of the NetProf mobile interface shows two words (the Farsi word for capacity, and the Ukranian word for self-defense), with each word broken down by phoneme.](/sites/default/files/styles/list/public/project/image/2022-05/NetProf_1.png?h=c88d2593&itok=P3u-n7sH)
Automatic Pronunciation Feedback
Powered by our automatic speech recognition technology, the Networked Pronunciation Feedback (NetProF) software application helps students practice pronunciation in foreign languages.
Tags