Learning Object and Scene Recognition Strategies.

Abstract

This report summarizes activities performed as follows: (1) development of the Schema Learning System (SLS) from Draper thesis; (2) learning multi-variate decision trees for object classification; (3) real-time color classification in U6V domain via table look-up; (4) interactive real-time classification visualization for training data specification; (5) new formulation of approach to learning via Markov decision processes.

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Document Details

Document Type
Technical Report
Publication Date
Mar 01, 1998
Accession Number
ADA342898

Entities

People

  • Allen R. Hanson
  • Bruce A. Draper
  • Edward M. Riseman

Organizations

  • University of Massachusetts Amherst

Tags

Communities of Interest

  • Autonomy
  • C4I
  • Human Systems
  • Materials and Manufacturing Processes
  • Weapons Technologies

DTIC Thesaurus Topics

  • Accuracy
  • Artificial Intelligence
  • Artificial Intelligence Software
  • Automata Theory
  • Computer Graphics
  • Computer Science
  • Computer Vision
  • Coordinate Systems
  • Image Recognition
  • Information Science
  • Machine Learning
  • Military Research
  • Neural Networks
  • Pattern Recognition
  • Recognition
  • Software Development
  • Unmanned Ground Vehicles

Fields of Study

  • Computer science

Readers

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