JPEG-2000 compression using 3D wavelets and KLT with application to HYDICE data

James H. Kasner, Ali Bilgin, Michael W Marcellin, Austin Lan, Bernard V. Brower, Sylvia S. Shen, Timothy S. Wilkinson

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

11 Citations (Scopus)

Abstract

JPEG-2000 is the new image compression standard currently under development by ISO/IEC. Part I of this standard provides a `baseline' compression technology appropriate for grayscale and color imagery. Part II of the standard will provide extensions that allow for more advanced coding options, including the compression of multiple component imagery. Several different multiple component compression techniques are currently being investigated for inclusion in the JPEG-2000 standard. In this paper we apply some of these techniques toward the compression of HYDICE data. Two decorrelation techniques, 3D wavelet and Karhunen-Loeve Transform (KLT), were used along with two quantization techniques, scalar and trellis-coded (TCQ), to encode two HYDICE scenes at five different bit rates (4.0, 2.0, 1.0, 0.5, 0.25 bits/pixel/band). The chosen decorrelation and quantization techniques span the range from the simplest to the most complex multiple component compression systems being considered for inclusion in JPEG-2000. This paper reports root-mean-square-error (RMSE) and peak signal-to-noise ratio (PSNR) metrics for the compressed data. A companion paper that follows reports on the effects of these compression techniques on exploitation of the HYDICE scenes.

Original languageEnglish (US)
Title of host publicationProceedings of SPIE - The International Society for Optical Engineering
PublisherSociety of Photo-Optical Instrumentation Engineers
Pages157-166
Number of pages10
Volume4132
DOIs
StatePublished - 2000
EventImaging Spectrometry VI - San Diego, USA
Duration: Jul 31 2000Aug 2 2000

Other

OtherImaging Spectrometry VI
CitySan Diego, USA
Period7/31/008/2/00

Fingerprint

Mathematical transformations
imagery
Compaction
inclusions
root-mean-square errors
exploitation
Image compression
Mean square error
Signal to noise ratio
coding
signal to noise ratios
Pixels
pixels
scalars
Color
color

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Condensed Matter Physics

Cite this

Kasner, J. H., Bilgin, A., Marcellin, M. W., Lan, A., Brower, B. V., Shen, S. S., & Wilkinson, T. S. (2000). JPEG-2000 compression using 3D wavelets and KLT with application to HYDICE data. In Proceedings of SPIE - The International Society for Optical Engineering (Vol. 4132, pp. 157-166). Society of Photo-Optical Instrumentation Engineers. https://doi.org/10.1117/12.406584

JPEG-2000 compression using 3D wavelets and KLT with application to HYDICE data. / Kasner, James H.; Bilgin, Ali; Marcellin, Michael W; Lan, Austin; Brower, Bernard V.; Shen, Sylvia S.; Wilkinson, Timothy S.

Proceedings of SPIE - The International Society for Optical Engineering. Vol. 4132 Society of Photo-Optical Instrumentation Engineers, 2000. p. 157-166.

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

Kasner, JH, Bilgin, A, Marcellin, MW, Lan, A, Brower, BV, Shen, SS & Wilkinson, TS 2000, JPEG-2000 compression using 3D wavelets and KLT with application to HYDICE data. in Proceedings of SPIE - The International Society for Optical Engineering. vol. 4132, Society of Photo-Optical Instrumentation Engineers, pp. 157-166, Imaging Spectrometry VI, San Diego, USA, 7/31/00. https://doi.org/10.1117/12.406584
Kasner JH, Bilgin A, Marcellin MW, Lan A, Brower BV, Shen SS et al. JPEG-2000 compression using 3D wavelets and KLT with application to HYDICE data. In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 4132. Society of Photo-Optical Instrumentation Engineers. 2000. p. 157-166 https://doi.org/10.1117/12.406584
Kasner, James H. ; Bilgin, Ali ; Marcellin, Michael W ; Lan, Austin ; Brower, Bernard V. ; Shen, Sylvia S. ; Wilkinson, Timothy S. / JPEG-2000 compression using 3D wavelets and KLT with application to HYDICE data. Proceedings of SPIE - The International Society for Optical Engineering. Vol. 4132 Society of Photo-Optical Instrumentation Engineers, 2000. pp. 157-166
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