Projects
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Multi-label Dataset and Classifiers for Low-Altitude Disaster Imagery
This software program helps disaster responders extract actionable information from post-disaster aerial images.
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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.
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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.
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Visibility Estimation through Image Analytics
An algorithm uses camera imagery to estimate visibility for pilots flying in remote areas that lack weather sensors.
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Autonomous Mobility Through Intelligent Collaboration
Teaming autonomous ground and aerial vehicles improves autonomous off-road military missions.
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Materials by Design
A new approach to materials discovery aims to expedite the process of deploying new materials for specific mission needs.
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Mission-Ready Reinforcement Learning
We are using reinforcement learning to train artificial intelligence to team with humans.
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Responsible AI Toolbox
We are building an open-source toolbox to help researchers more easily design, evaluate, and monitor artificial intelligence (AI) systems.
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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.
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Automatic Pronunciation Feedback
Powered by our automatic speech recognition technology, the Networked Pronunciation Feedback (NetProF) software application helps students practice pronunciation in foreign languages.
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