An efficient computation of euclidean distances using approximated look-up table

被引:20
作者
Chang, CC [1 ]
Chou, JS
Chen, TS
机构
[1] Natl Chung Cheng Univ, Dept Comp Sci & Informat Engn, Chiayi 621, Taiwan
[2] Providence Univ, Dept Comp Sci & Informat Management, Taichung 433, Taiwan
关键词
approximation; look-up table; vector quantization; VLSI implementation;
D O I
10.1109/76.845004
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
For fast vector quantization (VQ) encoding, we present in this paper a new method to speed up the calculation of the squared Euclidean distance between two vectors, We call it the approximated look-up table (ALUT) method, This method considers the frequency of each squared number that occurs in the equation of squared Euclidean distances, and generates a more practical table to store squared numbers. ALUT makes use of this table and some simple operations to speed up the calculation of squared Euclidean distances, From the VQ simulation results, we see that ALUT saves memory and produces better image quality compared with some other methods, It is a suitable method for VLSI implementation.
引用
收藏
页码:594 / 599
页数:6
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