A fast vector quantization encoding method using wavelet transform

被引：3
|
作者：
Hwang, WJ
Chen, BY
Jeng, SS
机构：
[1] Department of Electrical Engineering, Chung Yuan Christian University, Chungli
来源：
PATTERN RECOGNITION LETTERS | 1997年 / 18卷 / 01期
关键词：
vector quantization; fast codeword search; wavelet transform;
D O I：
10.1016/S0167-8655(96)00123-7
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A new fast codeword search algorithm for vector quantizers (VQ) is presented in this paper. This algorithm uses the pyramid structure of the codewords to accelerate the encoding process. The pyramid structure is obtained using the wavelet transform. This algorithm is able to reduce the codeword search time without sacrificing the performance and storage complexity of the VQs. Simulation results show that this algorithm is well-suited for the VQs with high vector dimension and/or large codebook size. (C) 1997 Elsevier Science B.V.
引用
收藏
页码：73 / 76
页数：4
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