A Cluster Analysis Program for Image Segmentation.

Abstract

It is shown how the ordinal image segmentation problem fits into an earlier well-developed model for hierarchical clustering. Certain techniques suggested by this model are investigated and implemented on real data. The results are compared to those achieved by segmentation techniques that involve region mergers based on various notions of scatter. The techniques are examined from both an order theoretic and statistical viewpoint.

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Document Details

Document Type
Technical Report
Publication Date
Sep 01, 1982
Accession Number
ADA121215

Entities

People

  • M. F. Janowitz

Organizations

  • University of Massachusetts Amherst

Tags

DTIC Thesaurus Topics

  • Algorithms
  • Boolean Algebra
  • Classification
  • Computer Vision
  • Construction
  • Contracts
  • Gulf Stream
  • Image Segmentation
  • Massachusetts
  • Mathematics
  • Numbers
  • Probability
  • Real Numbers
  • Sequences
  • Standards
  • Statistics
  • Universities

Fields of Study

  • Mathematics

Readers

  • Computer Vision.
  • Regression Analysis.
  • Theoretical Analysis.