Subband configuration of adaptive synthesis filter banks for image compression

Abdul Nadeem, Yangyu Fan

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Subband coding is an efficient technique in image compression, where the same analysis and synthesis filters (either linear phase or non linear phase) are used in all subband levels. In adaptive synthesis filter banks, analysis section comprises of linear phase filters whereas, synthesis section manages a combination of linear phase and non linear filters (in form of delay filters). This paper addresses a novel approach of employing different filter sets for first two levels of subband tree in the synthesis section. It is suggested that synthesis delay filters exhibiting higher degree of deviations from the linear phase synthesis filters are suitable for subband level 1 whereas the delay filters having less deviations from the linear phase filters are appropriate for subband level 2 and linear phase filters are used in all the remaining subband levels. Such subband configuration of adaptive synthesis delay filters has shown reconstruction improvements in image compression.

Original languageEnglish
Title of host publication8th International Conference on Digital Information Management, ICDIM 2013
Pages303-307
Number of pages5
DOIs
StatePublished - 2013
Event8th International Conference on Digital Information Management, ICDIM 2013 - Islamabad, Pakistan
Duration: 10 Sep 201312 Sep 2013

Publication series

Name8th International Conference on Digital Information Management, ICDIM 2013

Conference

Conference8th International Conference on Digital Information Management, ICDIM 2013
Country/TerritoryPakistan
CityIslamabad
Period10/09/1312/09/13

Keywords

  • objective performance
  • reconstruction error
  • Subband configurations
  • subband levels
  • synthesis delay filters

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