Multi-Sensor Information Integration and Automatic Understanding

Abstract

During the last reporting period, important progress has been made in the system for both the object tracking and anomalous behavior algorithms. We have completed significant enhancements to the background color modeling that improves both the efficiency and performance of the overall system, allowing more consistent and robust object tracking and anomalous behavior detection. In addition, we have completed several data collection programs, including efforts that will support analysis for multi-camera analysis as well as combined video and acoustic tracking capabilities. SIG has also completed an initial implementation of our real-time analytics framework that can support the testing process. Further motivation for developing real-time video analytics is the desire to transition this technology into fielded systems.

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Document Details

Document Type
Technical Report
Publication Date
Aug 01, 2007
Accession Number
ADA472949

Entities

People

  • Matthew Welborn
  • Samantha Venters

Organizations

  • Signal Innovations Group, Inc.

Tags

Communities of Interest

  • C4I
  • Sensors

DTIC Thesaurus Topics

  • Accelerated Testing
  • Acoustic Arrays
  • Acoustic Tracking
  • Acquisition
  • Adaptive Systems
  • Air Force
  • Air Force Research Laboratories
  • Algorithms
  • Cameras
  • Detection
  • Detectors
  • High Resolution
  • Identification
  • Models
  • Port Security
  • Recognition
  • Video

Fields of Study

  • Computer science

Readers

  • Artificial Intelligence
  • Sensor Fusion and Tracking Systems.
  • Technical Research and Report Writing.