Bimean Clustering

Abstract

An algorithm is presented which finds the best-fitting pair of constants, in the least squares sense, to a set of scalar data; we call this pair of constants the bimean of the data. The relationship of the bimean clustering to the ISODATA clustering algorithm, and its application to image thresholding, are also discussed.

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Document Details

Document Type
Technical Report
Publication Date
Sep 01, 1981
Accession Number
ADA124808

Entities

People

  • Azriel Rosenfeld
  • Ludvik Janos
  • Stanley Dunn

Organizations

  • University of Maryland

Tags

DTIC Thesaurus Topics

  • Algorithms
  • Clustering
  • Computations
  • Computer Science
  • Computer Vision
  • Computers
  • Equations
  • Image Processing
  • Image Segmentation
  • Images
  • Infrared Images
  • Mathematics
  • Night Vision
  • Pattern Recognition
  • Recognition
  • Universities

Fields of Study

  • Computer science

Readers

  • Neural Network Machine Learning.
  • Regression Analysis.