An improved sequential search multistage vector quantizer

David Miller, Kenneth Rose

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Abstract

A new structure permits improved solutions which approximate the exhaustive-search multistage solution. A deterministic annealing design method capitalizing on this structure is formulated within the framework of information theory. The sequential search constraint is included as a prior, and the principal of minimum cross entropy is invoked. The method obtains improvement over both the standard sequential design and joint optimization approaches.

Original languageEnglish (US)
Title of host publicationProceedings - DCC 1993
Subtitle of host publicationData Compression Conference
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages12-21
Number of pages10
ISBN (Electronic)0818633921
DOIs
StatePublished - Jan 1 1993
Event1993 Data Compression Conference, DCC 1993 - Snowbird, United States
Duration: Mar 30 1993Apr 2 1993

Publication series

NameData Compression Conference Proceedings
ISSN (Print)1068-0314

Conference

Conference1993 Data Compression Conference, DCC 1993
CountryUnited States
CitySnowbird
Period3/30/934/2/93

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications

Fingerprint Dive into the research topics of 'An improved sequential search multistage vector quantizer'. Together they form a unique fingerprint.

  • Cite this

    Miller, D., & Rose, K. (1993). An improved sequential search multistage vector quantizer. In Proceedings - DCC 1993: Data Compression Conference (pp. 12-21). [253149] (Data Compression Conference Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/DCC.1993.253149