Clarification of assumptions in the relationship between the Bayes decision rule and the whitened cosine similarity measure

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6 Scopus citations

Abstract

This paper first clarifies Assumption 3 (which misses a constant) and Assumption 4 (where the whitened pattern vectors refer to the whitened means) in paper "The Bayes Decision Rule Induced Similarity Measures" (IEEE Transactions on Pattern Analysis and Machine Intelligence), vol. 29, no. 6, pp. 1086-1090, 2007), and then provides examples to show that the assumptions after the clarification are consistent.

Original languageEnglish (US)
Pages (from-to)1116-1117
Number of pages2
JournalIEEE Transactions on Pattern Analysis and Machine Intelligence
Volume30
Issue number6
DOIs
StatePublished - Jun 2008

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Vision and Pattern Recognition
  • Computational Theory and Mathematics
  • Artificial Intelligence
  • Applied Mathematics

Keywords

  • Bayes decision rule
  • Similarity measures
  • Whitened cosine similarity measure

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