Clarification of Assumptions in the Relationship between the Bayes Decision Rule and the Whitened Cosine Similarity Measure
Issue No. 06 - June (2008 vol. 30)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/TPAMI.2008.66
Chengjun Liu , New Jersey Institute of Technology, Newark
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.
Pattern Recognition, Image Processing and Computer Vision
Chengjun Liu, "Clarification of Assumptions in the Relationship between the Bayes Decision Rule and the Whitened Cosine Similarity Measure", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 30, no. , pp. 1116-1117, June 2008, doi:10.1109/TPAMI.2008.66