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Proceedings Paper

JPEG-2000 compression using 3D wavelets and KLT with application to HYDICE data
Author(s): James H. Kasner; Ali Bilgin; Michael W. Marcellin; Austin Lan; Bernard V. Brower; Sylvia S. Shen; Timothy S. Wilkinson
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Paper 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 [1] that follows reports on the effects of these compression techniques on exploitation of the HYDICE scenes.

Paper Details

Date Published: 15 November 2000
PDF: 10 pages
Proc. SPIE 4132, Imaging Spectrometry VI, (15 November 2000); doi: 10.1117/12.406584
Show Author Affiliations
James H. Kasner, The Aerospace Corp. (United States)
Ali Bilgin, Univ. of Arizona (United States)
Michael W. Marcellin, Univ. of Arizona (United States)
Austin Lan, Eastman Kodak Co. (United States)
Bernard V. Brower, Eastman Kodak Co. (United States)
Sylvia S. Shen, The Aerospace Corp. (United States)
Timothy S. Wilkinson, The Aerospace Corp. (United States)

Published in SPIE Proceedings Vol. 4132:
Imaging Spectrometry VI
Michael R. Descour; Sylvia S. Shen, Editor(s)

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