Clarification of assumptions in the relationship between the Bayes Decision Rule and the whitened cosine similarity measure.
editorial · Level V
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- Record sourced from PubMed, PMID 18421116.
- Also identified by DOI 10.1109/TPAMI.2008.66.
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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.
Medical subject headings
- Algorithms
- Artificial Intelligence
- Bayes Theorem
- Image Interpretation, Computer-Assisted
- Information Storage and Retrieval
- Pattern Recognition, Automated