ATR by Means of Polarimetric ISAR Images and Multi-View 3D InISAR

Abstract

According to the project program of work, this second progress report includes a summary of the technical activities performed during the project second year. More specifically, it includes: A review of fully-polarimetric 3D InISAR algorithms and their implementation through pseudocodes. A performance analysis of the 3D InISAR algorithms. In this regard two different approaches have been proposed and compared, namely the Coherence-based and the Span-based. Pros and cons of both approaches have been highlighted using either simulated and real data. The design and a preliminary implementation (for the purpose of a preliminary validation) of two ATR algorithms, which will be fully tested during the project's third year.

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Document Details

Document Type
Technical Report
Publication Date
Jun 15, 2022
Accession Number
AD1173222

Entities

People

  • Ajeet Kumar
  • Alberto Lupidi
  • Elisa Giusti
  • Francesco Mancuso
  • Giulio Meucci
  • Marco Martorella
  • Selenia Ghio

Tags

Communities of Interest

  • Air Platforms
  • Autonomy
  • Energy and Power Technologies
  • Ground and Sea Platforms
  • Sensors

DTIC Thesaurus Topics

  • Accuracy
  • Algorithms
  • Artificial Intelligence Software
  • Computer Languages
  • Data Sets
  • Deep Learning
  • Detectors
  • Geometry
  • Information Science
  • Machine Learning
  • Natural Language Processing
  • Neural Networks
  • Radar
  • Simulators
  • Synthetic Aperture Radar
  • Target Recognition
  • Three Dimensional

Readers

  • Computer Vision.
  • Radar Systems Engineering.
  • Technical Research and Report Writing.