Unclassified Maritime Domain Awareness: Results of At Sea Experimentation During SEACAT '18

Abstract

The purpose of this thesis is to conduct and observe experimentation, using the unclassified Common Operating Picture tool SeaVision, in conjunction with the Surveillance, Persistent Observation and Target Recognition (SPOTR) program created by Progeny. These systems together will utilize unclassified satellite imagery to detect, classify and identify vessels at sea using computer vision (CV) algorithms. The CV algorithms use imagery of vessels of interest (VOI) to create a three-dimensional model that is used to detect and identify vessels in the satellite imagery. Images and information regarding these vessels were gathered from unclassified sources for analysis and building of the three-dimensional models. The information-gathering process would benefit from infusion or access to intelligence information for building image libraries of VOI. The technology, while still maturing, shows potential for implementation in various facets onboard surveillance platforms and unmanned surface and air vehicles.

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Document Details

Document Type
Technical Report
Publication Date
Jun 01, 2019
Accession Number
AD1080417

Entities

People

  • Daniel Minter
  • Kristopher E. Sousa

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • Ground and Sea Platforms
  • Space

DTIC Thesaurus Topics

  • Aircrafts
  • Artificial Intelligence
  • Commerce
  • Computer Vision
  • Computers
  • Department Of Homeland Security
  • Detection
  • Geographic Regions
  • Homeland Security
  • Information Exchange
  • Information Science
  • Machine Learning
  • Maritime Domain Awareness
  • Maritime Security
  • Pattern Recognition
  • Satellite Imaging
  • Security
  • Situational Awareness
  • Southeast Asia
  • Target Recognition
  • Teamwork
  • United States
  • Unmanned Aerial Vehicles

Readers

  • Enterprise Information Systems Architecture and Joint Command Capability Interoperability Support.
  • Geospatial Intelligence and Artificial Intelligence Analytics
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy
  • Autonomy
  • Autonomy - UAVs
  • Space
  • Space - Satellites
  • Space - Space Objects