DocumentCode
1114876
Title
Clarification of Assumptions in the Relationship between the Bayes Decision Rule and the Whitened Cosine Similarity Measure
Author
Liu, Chengjun
Author_Institution
Dept. of Comput. Sci., New Jersey Inst. of Technol., Newark, NJ
Volume
30
Issue
6
fYear
2008
fDate
6/1/2008 12:00:00 AM
Firstpage
1116
Lastpage
1117
Abstract
This paper first clarifies Assumption 3 (which misses a constant) and Assumption 4 (where the whitened pattern vectors represent the whitened means) in the paper ";The Bayes Decision Rule Induced Similarity Measures"; (IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 29, no. 6, pp. 1086- 1090, June 2007) and then provides examples to show that the assumptions after the clarification are consistent.
Keywords
Bayes methods; decision theory; Bayes decision rule; whitened cosine similarity measure; Image Processing and Computer Vision; Pattern Recognition; Algorithms; Artificial Intelligence; Bayes Theorem; Computer Simulation; Image Enhancement; Image Interpretation, Computer-Assisted; Information Storage and Retrieval; Models, Statistical; Numerical Analysis, Computer-Assisted; Pattern Recognition, Automated;
fLanguage
English
Journal_Title
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher
ieee
ISSN
0162-8828
Type
jour
DOI
10.1109/TPAMI.2008.66
Filename
4479473
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