Fusion Metrics Final Report

Abstract

In the Fusion Metrics program, a multi-sensor testbed was developed and an associated multisensor fusion system was demonstrated in an initial data collection. In developing this testbed, algorithms developed in part in previous Air Force research programs were developed into a single platform. A demonstration included moving vehicle targets captured in multiple image sensors, and the real-time fusion of imagery to detect and maintain track on targets. Next, the same algorithms were developed into a modular software fusion testbed to demonstrate rapid prototyping of fusion methodologies via this fusion metric software testbed. Multi-sensor video was fused and fusion classifier algorithms were evaluated via statistical metrics. The software fusion metrics testbed represents a way to rapidly assess new fusion algorithms, and to perform parameter tuning to optimize fusion systems.

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Document Details

Document Type
Technical Report
Publication Date
Nov 30, 2009
Accession Number
ADA523427

Entities

People

  • David Fay
  • Paul Ilardi
  • Steven Haron

Tags

Communities of Interest

  • Sensors

DTIC Thesaurus Topics

  • Air Force
  • Air Force Research Laboratories
  • Algorithms
  • Cameras
  • Computer Vision
  • Contrast
  • Data Analysis
  • Data Sets
  • Demonstrations
  • Detection
  • Detectors
  • Information Systems
  • Machine Learning
  • Platforms
  • Product Prototyping
  • Sensor Fusion
  • Software Prototyping

Fields of Study

  • Computer science
  • Engineering

Readers

  • Artificial Intelligence
  • Computational Modeling and Simulation
  • Metallurgy