Generalized discrete multiwavelet transform with embedded prefilter bank for VQ-based image coding

Yu Hing Shum, Pak Kong Lun, Tai Chiu Hsung

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

Abstract

Prefiltering is required to initialize the scalar signal for the discrete multiwavelet transform (DMWT). Traditional prefilters are not linear phase, often nonorthogonal or nonmaximally decimated. Recently, we suggested an orthogonal symmetric prefilter bank (OSPFB) to tackle this problem but it was still difficult to find a compatible filter bank structure and sometimes there was none, especially for low multiplicity multiwavelets. A new generalized DMWT structure was then proposed by combining the prefilters with the first stage of DMWT. It has the advantages of lower computational complexity and more freedom on designing the prefilters. In this paper, the performance of the new DMWT structure is evaluated by applying to a VQ-based image coding system whose codebook is initialized with a modified approach called cumulative absolute difference (CAD). Satisfactory results are obtained in all cases comparing with the traditional approaches.
Original languageEnglish
Title of host publication2006 IEEE Region 10 Conference, TENCON 2006
DOIs
Publication statusPublished - 8 Aug 2007
Event2006 IEEE Region 10 Conference, TENCON 2006 - Hong Kong, Hong Kong
Duration: 14 Nov 200617 Nov 2006

Conference

Conference2006 IEEE Region 10 Conference, TENCON 2006
CountryHong Kong
CityHong Kong
Period14/11/0617/11/06

ASJC Scopus subject areas

  • Engineering(all)

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