Sensor Fusion Laboratory

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Security Lab

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Description

General Information
Primary Application area: Automatic Target Recognition (ATR)
Another Area of Interest: Digital Image Analysis
Sponsors
AFOSR
AFR

Design and Sensitivity of ATR systems
Engineering Optimization
Emphasis on war-fighter preference
Design through Robust Parameter Design
Linear model and neural network representations


Design through Robust Parameter Design (Hyper-Spectral Imagery)
Evaluation\ Selection of ATR systems
ROC analysis (esp. under fusion)
Keeping a eye towards war-fighter preference


Improvement of ATR systems
Increasing algorithmic processing speed
Heuristics
Approximations
Syntactic representations
Parallelization


Information theory based Non-declaration/ Out-Of-Library procedures
Robust Operating points
Sensor fusion
Effects of Correlated data


Feature Selection
Hyper-Spectral Imagery
Anomaly detection


Basic Research
A mathematical model for classifier confidence
Out-Of-Library detector
Directors

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