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Vector quantization by hierarchical packing of embedded-truncated lattices

机译:通过嵌入式截断格的分层打包进行矢量量化

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Abstract: The purpose of this paper is to introduce a new vector quantizer (VQ) which takes place in a temporal-adaptative coding scheme for the compression of digital image sequences. Our approach, which has to perform a fast codebook construction, unify both efficient coding methods: a fast lattice encoding and an unbalanced tree-structured codebook design according to a distortion vs. rate tradeoff. Moreover, this tree-structured lattice vector quantizer (TSLVQ) has a convenient property: because of its lattice structure, no reproduction vectors have to be transmitted. Briefly this TSLVQ technique is based on the hierarchical packing of embedded truncated lattices. We investigate here its design: by, first, explaining how to determine the support lattice and secondly how to obtain the hierarchical set of truncated lattice structures which can be optimally embedded with respect to the hierarchical packing. We then use a simple quantization procedure and describe the corresponding tree-structured codebook. Finally we present two unbalanced tree-structured codebook design algorithms based on the BFOS distortion vs. rate criterion.!11
机译:摘要:本文的目的是引入一种新的向量量化器(VQ),该量化器(VQ)发生在时间适应性编码方案中,用于压缩数字图像序列。我们的方法必须执行快速码本构造,统一高效的编码方法:根据失真与速率权衡,快速晶格编码和不平衡的树结构码本设计。此外,这种树结构的晶格矢量量化器(TSLVQ)具有方便的特性:由于其晶格结构,不必传输再现向量。简而言之,这种TSLVQ技术基于嵌入式截断格子的分层包装。我们在这里调查其设计:首先,解释如何确定支持晶格,其次是如何获得可以最佳地嵌入到分层包装的截断晶格结构的分层集。然后,我们使用简单的量化过程并描述相应的树结构码本。最后,我们介绍了基于BFOS失真与速率标准的两个不平衡的树结构码本设计算法。!11

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