DocumentCode
2958746
Title
Probability of error metrics for best-basis selection
Author
McWhorter, Todd ; Clark, Michael
Author_Institution
Mission Res. Corp., Monterey, CA, USA
Volume
2
fYear
2000
fDate
Oct. 29 2000-Nov. 1 2000
Firstpage
1109
Abstract
In this paper we derive a metric for selecting the best-basis of a wavelet packet used to compress a classifier database. The metric will choose a basis that minimizes the probability of error given that the database must be represented with a finite number of bits. We also solve the corresponding bit allocation problem.
Keywords
data compression; error statistics; transform coding; wavelet transforms; best-basis selection; bit allocation problem; classifier database; data compression; error probability minimization; probability of error metrics; wavelet packet; Bit rate; Computer architecture; Databases; Degradation; Entropy; Information theory; Random variables; Rate-distortion; Wavelet packets; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 2000. Conference Record of the Thirty-Fourth Asilomar Conference on
Conference_Location
Pacific Grove, CA, USA
ISSN
1058-6393
Print_ISBN
0-7803-6514-3
Type
conf
DOI
10.1109/ACSSC.2000.910687
Filename
910687
Link To Document