Summarizing and Searching Video: Patterns-of-Life Analysis

Abstract

Introduction Over the past five years, image recognition has improved dramatically thanks to new deep learning architectures. Coupled with systems such as the Navys Minotaur System, it is now possible to start with a raw video feed and generate geo-located tracks of multiple human and nonhuman actors in real time. These tracks are themselves a new type of data which can be subjected to further downstream processing called Pattern-of-Life Analysis.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2019
Accession Number
AD1118398

Entities

People

  • Edwin Morris

Organizations

  • Carnegie Mellon University

Tags

Communities of Interest

  • Weapons Technologies

DTIC Thesaurus Topics

  • Analyzers
  • Anomaly Detection
  • Change Detection
  • Copyrights
  • Deep Learning
  • Department Of Defense
  • Detection
  • Detectors
  • Engineering
  • Errors
  • Governments
  • Guarantees
  • Image Recognition
  • Materials
  • Metadata
  • Recognition
  • Simulations
  • Simulators
  • Software Development
  • Universities

Readers

  • Computer Vision.
  • Distributed Systems and Data Platform Development
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks