JPEG2000-based resolution- And rate-constrained layered image coding

Jing Fung Chen, Wen Jyi Hwang, Mei Hwa Liu

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

Abstract

This paper presents a novel JPEG2000-based algorithm for realizing a layered image coding (LIC) system. In the algorithm, the resolution and rate associated with each layer of the LIC system can be pre-specified. The algorithm encodes an image one layer at a time using the modified JPEG2000 technique. The encoding process at each layer only covers the subbands having resolution level lower than the designated resolution at that layer subject to the pre-specified incremental rate budget. The encoding results at the previous layers will be used in the current layer to accelerate the encoding process. Simulation results show that the algorithm outperforms its counterparts for constructing the rate- and resolution-constrained LIC systems.

Original languageEnglish
Title of host publicationImage Analysis and Recognition - Third International Conference, ICIAR 2006, Proceedings
PublisherSpringer Verlag
Pages535-546
Number of pages12
ISBN (Print)3540448918, 9783540448914
Publication statusPublished - 2006 Jan 1
Event3rd International Conference on Image Analysis and Recognition, ICIAR 2006 - Povoa de Varzim, Portugal
Duration: 2006 Sep 182006 Sep 20

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4141 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other3rd International Conference on Image Analysis and Recognition, ICIAR 2006
CountryPortugal
CityPovoa de Varzim
Period06/9/1806/9/20

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ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Chen, J. F., Hwang, W. J., & Liu, M. H. (2006). JPEG2000-based resolution- And rate-constrained layered image coding. In Image Analysis and Recognition - Third International Conference, ICIAR 2006, Proceedings (pp. 535-546). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4141 LNCS). Springer Verlag.