A Deep Learning Algorithm for the Detection of Image Quality Indicators

Abstract

In this paper we describe a deep learning algorithm for the detection of image quality indicators. Given large data sets, being able to retrieve radiographs with certain desirable characteristics can prove very useful when auditing a production facility.

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Document Details

Document Type
Technical Report
Publication Date
Mar 26, 2020
Accession Number
AD1094961

Entities

People

  • Walter S. Rose

Organizations

  • Picatinny Arsenal

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Accuracy
  • Algorithms
  • Artificial Intelligence Software
  • Bayesian Networks
  • Computer Vision
  • Computers
  • Convolutional Neural Networks
  • Data Sets
  • Deep Learning
  • Detection
  • Dimensionality Reduction
  • Image Processing
  • Information Science
  • Machine Learning
  • Mathematical Models
  • Neural Networks
  • Training

Fields of Study

  • Computer science

Readers

  • Computer Vision.
  • Instructional Design and Training Evaluation.
  • Semiconductor Device Technology

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks