TY - JOUR
T1 - Clarification of assumptions in the relationship between the Bayes decision rule and the whitened cosine similarity measure
AU - Liu, Chengjun
N1 - Funding Information:
The author would like to thank Dr. Marco Loog for raising questions about Assumptions 3 and 4 in [3], which leads to the clarification of them in this paper. The author’s great appreciation also goes to the anonymous reviewers for their constructive comments and suggestions. This work was partially supported by grants 2006-IJ-CX-K033 and 2007-RG-CX-K011 awarded by the National Institute of Justice, Office of Justice Programs, US Department of Justice. The opinions, findings, and conclusions or recommendations expressed in this publication are those of the author and do not necessarily reflect those of the Department of Justice.
PY - 2008/6
Y1 - 2008/6
N2 - 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.
AB - 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.
KW - Bayes decision rule
KW - Similarity measures
KW - Whitened cosine similarity measure
UR - http://www.scopus.com/inward/record.url?scp=43249084707&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=43249084707&partnerID=8YFLogxK
U2 - 10.1109/TPAMI.2008.66
DO - 10.1109/TPAMI.2008.66
M3 - Comment/debate
C2 - 18421116
AN - SCOPUS:43249084707
SN - 0162-8828
VL - 30
SP - 1116
EP - 1117
JO - IEEE Transactions on Pattern Analysis and Machine Intelligence
JF - IEEE Transactions on Pattern Analysis and Machine Intelligence
IS - 6
ER -