An efficient implementation of hierarchical image coding

J. Lee, Vijaykrishnan Narayanan, Mary Jane Irwin, R. Chandramouli

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

Abstract

An efficient technique for hierarchical image coding is proposed, which divides an image into its multiple resolution versions with minimum hardware cost. Since the proposed technique uses a discrete cosine transform (DCT) over each frequency band data, obtained directly from the DCT domain by multiplying precalculated matrices, compatibility can be preserved easily with DCT-based image/video standards. First, we present the 1D case, followed by an extension to the 2D case. The proposed coder is observed to result in significant reduction of memory and computational complexity requirement with higher peak-signal-to-noise ratio (PSNR), when compared with traditional hierarchical image coding methods.

Original languageEnglish (US)
Title of host publication2003 IEEE Workshop on Signal Processing Systems
Subtitle of host publicationDesign and Implementation, SIPS 2003
EditorsWonyong Sung, Myung Hoon Sunwoo
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages363-368
Number of pages6
ISBN (Electronic)0780377958
DOIs
StatePublished - Jan 1 2003
Event2003 IEEE Workshop on Signal Processing Systems, SIPS 2003 - Seoul, Korea, Republic of
Duration: Aug 27 2003Aug 29 2003

Publication series

NameIEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation
Volume2003-January
ISSN (Print)1520-6130

Other

Other2003 IEEE Workshop on Signal Processing Systems, SIPS 2003
CountryKorea, Republic of
CitySeoul
Period8/27/038/29/03

Fingerprint

Image Coding
Discrete Cosine Transform
Discrete cosine transforms
Image coding
Efficient Implementation
Compatibility
Frequency bands
Divides
Computational complexity
Signal to noise ratio
Computational Complexity
Hardware
Data storage equipment
Requirements
Costs

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Signal Processing
  • Applied Mathematics
  • Hardware and Architecture

Cite this

Lee, J., Narayanan, V., Irwin, M. J., & Chandramouli, R. (2003). An efficient implementation of hierarchical image coding. In W. Sung, & M. H. Sunwoo (Eds.), 2003 IEEE Workshop on Signal Processing Systems: Design and Implementation, SIPS 2003 (pp. 363-368). [1235697] (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation; Vol. 2003-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIPS.2003.1235697
Lee, J. ; Narayanan, Vijaykrishnan ; Irwin, Mary Jane ; Chandramouli, R. / An efficient implementation of hierarchical image coding. 2003 IEEE Workshop on Signal Processing Systems: Design and Implementation, SIPS 2003. editor / Wonyong Sung ; Myung Hoon Sunwoo. Institute of Electrical and Electronics Engineers Inc., 2003. pp. 363-368 (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).
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Lee, J, Narayanan, V, Irwin, MJ & Chandramouli, R 2003, An efficient implementation of hierarchical image coding. in W Sung & MH Sunwoo (eds), 2003 IEEE Workshop on Signal Processing Systems: Design and Implementation, SIPS 2003., 1235697, IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation, vol. 2003-January, Institute of Electrical and Electronics Engineers Inc., pp. 363-368, 2003 IEEE Workshop on Signal Processing Systems, SIPS 2003, Seoul, Korea, Republic of, 8/27/03. https://doi.org/10.1109/SIPS.2003.1235697

An efficient implementation of hierarchical image coding. / Lee, J.; Narayanan, Vijaykrishnan; Irwin, Mary Jane; Chandramouli, R.

2003 IEEE Workshop on Signal Processing Systems: Design and Implementation, SIPS 2003. ed. / Wonyong Sung; Myung Hoon Sunwoo. Institute of Electrical and Electronics Engineers Inc., 2003. p. 363-368 1235697 (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation; Vol. 2003-January).

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

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Lee J, Narayanan V, Irwin MJ, Chandramouli R. An efficient implementation of hierarchical image coding. In Sung W, Sunwoo MH, editors, 2003 IEEE Workshop on Signal Processing Systems: Design and Implementation, SIPS 2003. Institute of Electrical and Electronics Engineers Inc. 2003. p. 363-368. 1235697. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation). https://doi.org/10.1109/SIPS.2003.1235697