Investigations Into Image Interpretability for Machine Learning

Abstract

Contents Include: Need to understand image quality for machine learning; Image Chain Analysis (ICA) for machine learning; Example ICA analysis; Complexity of the background clutter; Machine Learning (ML) for object detection; Clutter and target occlusion; Next steps.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Mar 28, 2023
Accession Number
AD1199005

Entities

People

  • James Tanis
  • Jared Taylor
  • John M. Irvine
  • Nicholas Noboa
  • Paul Brown
  • Sofia D. Hirschmann

Organizations

  • MITRE Corporation

Tags

DTIC Thesaurus Topics

  • Abstracts
  • Artificial Intelligence
  • Availability
  • Classification
  • Computer Programs
  • Contracts
  • Data Analysis
  • Data Mining
  • Data Rights
  • Data Sets
  • Deep Learning
  • Department Of Defense
  • Detection
  • Detectors
  • False Alarms
  • Filtration
  • Governments
  • Instructions
  • Machine Learning
  • Monitoring
  • National Governments
  • Precision
  • Security
  • Standards
  • Target Detection

Fields of Study

  • Computer science

Readers

  • Artificial Intelligence
  • Computer Vision.
  • Image Processing and Computer Vision.

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks