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矢量量化中Voronoi区域的有效确定
引用本文:陆佩忠,宋国文,伊里.矢量量化中Voronoi区域的有效确定[J].系统工程理论与实践,1999,19(7):83-88.
作者姓名:陆佩忠  宋国文  伊里
作者单位:(1)中国科学院系统科学研究所;(2)西南电子技术研究所上海分所
摘    要:分析Gersho提出的关于降低矢量量化中编码的计算复杂度两个算法,指出其适用的范围和不足,并进一步提出有效确定Voronoi区域的快速算法

关 键 词:信源编码  矢量量化  Voronoi区域  线性规划  单纯形算法    
修稿时间::1997-12-1

Efficient Determination for Voronoi Cell of Vector Quantizers
LU Peizhong,SONG Guowen,YI Li.Efficient Determination for Voronoi Cell of Vector Quantizers[J].Systems Engineering —Theory & Practice,1999,19(7):83-88.
Authors:LU Peizhong  SONG Guowen  YI Li
Institution:(1)Institute of Systems Science, Chinese Academy of Sciences;(2)Electronic Institute of Southwestern China
Abstract:In order to deduce the complexities of both the realization and coding algorithm for a given quantizer, Gersho 1 suggested two algorithms for computing nonredundant and adjacent codes of a Voronoi cell. After analyzing, we find that these algorithms are not very satisfying because they are involved in integer programming or probabilistic trial. In this paper, we present a new efficient algorithm for the corresponding problem.
Keywords:source coding  vector quantizers  Voronoi cell  linear programming  simplex algorithm
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