MIST: An Interactive Machine Learning Application for Video Segmentation

Abstract

This document presents the background, implementation details, and preliminary results for the U.S. Naval Research Laboratory's proprietary Motion Imagery Segmentation Tool (MIST), an application built for Matlab. This report is self-contained in explaining the necessary concepts within the fields of statistics, machine learning, and computer vision in order to understand the inner workings of the MIST application and the preliminary results.

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Document Details

Document Type
Technical Report
Publication Date
Feb 25, 2021
Accession Number
AD1123739

Entities

People

  • Chris J. Michael
  • Laura K Smith

Organizations

  • United States Naval Research Laboratory

Tags

DTIC Thesaurus Topics

  • Application Software
  • Artificial Intelligence
  • Artificial Intelligence Computing
  • Artificial Intelligence Software
  • Computer Languages
  • Computer Program Documentation
  • Computer Vision
  • Computers
  • Data Sets
  • Deep Learning
  • Dimensionality Reduction
  • Geographic Regions
  • Graphical User Interface
  • Image Recognition
  • Image Segmentation
  • Information Science
  • Information Systems
  • Machine Learning
  • Military Research
  • Neural Networks
  • Pattern Recognition
  • Supervised Machine Learning

Fields of Study

  • Computer science

Readers

  • Business Analytics
  • Computer Vision.
  • Petroleum Engineering

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks