Machine Learning Techniques for SAR Data Augmentation(Preprint)

Abstract

Application of open-source machine learning algorithms to publicly-available SAR data. Nearly all of the work contained in this chapter has been published and cleared for public release previously.

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Document Details

Document Type
Technical Report
Publication Date
Aug 01, 2019
Accession Number
AD1079518

Entities

People

  • Benjamin Lewis
  • Edmund Zelnio
  • Elizabeth Sudkamp
  • John Nehrbass
  • Michael Levy
  • Theresa Scarnati

Tags

Communities of Interest

  • Energy and Power Technologies
  • Sensors

DTIC Thesaurus Topics

  • Accuracy
  • Air Force
  • Air Force Research Laboratories
  • Algorithms
  • Computer-Aided Design
  • Computers
  • Deep Learning
  • Information Science
  • Machine Learning
  • Neural Networks
  • Pattern Recognition
  • Radar
  • Scattering
  • Synthetic Aperture Radar
  • Target Recognition
  • Target Signatures
  • Two Dimensional

Fields of Study

  • Computer science

Readers

  • Agent-Based Social Robotics and Mobile-Assisted Learning in Virtual Environments.
  • Database Systems and Applications
  • Sensor Fusion and Tracking Systems.

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks