Title
Entropy-threshold method for best basis selection
Abstract
The methods which were adapted for the best basis selection optimise the decomposition by minimising the criterion cost function. This usually does not produce optimal rate–distortion (R–D) behaviour of the complete transform coder. This paper presents an extension of the well-known entropy-based best basis selection method titled entropy-threshold best basis selection. Using the threshold method, the criterion used in the original entropy-based method is strengthened and eliminates the portions of decomposition that are not cost effective. As the experiments illustrate, this new method exhibits great improvement in both R–D performance and simplified decomposition complexity.
Year
DOI
Venue
2001
10.1016/S0262-8856(00)00093-7
Image and Vision Computing
Keywords
Field
DocType
Wavelet packets,Best basis,Entropy cost function,Decision threshold
Mathematical optimization,Best basis selection,Wavelet packet decomposition,Mathematics
Journal
Volume
Issue
ISSN
19
7
0262-8856
Citations 
PageRank 
References 
8
0.67
8
Authors
4
Name
Order
Citations
PageRank
B. Banjanin180.67
B. Gergič2151.65
P. Planinšič3277.70
Ž. Čučej480.67