Fast three-dimensional data compression of hyperspectral imagery using vector quantization with spectral-feature-based binary coding

Optical Engineering

Volumn 35, Issue 11, 1996, Pages 3242-3249

  Hollinger, Allan B ^a  

^a CANADIAN SPACE AGENCY   (Canada)

Author keywords

Fast vector quantization; Feature based coding; Hyperspectral imagery; Imaging spectrometry; Three dimensional data compression

Indexed keywords

EID: 0001134902     PISSN: 00913286     EISSN: None     Source Type: Journal    
DOI: 10.1117/1.601062     Document Type: Article

References (14)

1. M. Rast and J. L. Bazy, "EAS's Medium Resolution Imaging Spectrometer (MERIS): mission, system and applications," in Proc. SPIE 1298, 114-126 (1990).
2. R. L. Baker and Y. T. Tse, "Compression of high spectral resolution imagery," in Proc. SPIE 974, 255-264 (1988).
3. S. Gupta and A. Gersho, "Feature predictive vector quantization of multispectral images," IEEE Trans. Geosci. Remote Sensing 30, 491-501 (1992).
4. S. Jaggi, "An investigative study of multispectral lossy data compression "using vector quantization," in Proc. SPIE 1702, 238-248 (1992).
5. Y. T. Tse, S. Z. Kiang, C. Y. Chiu, and R. L. Baker, "Lossy compression techniques of hyperspectral imagery," in Proc. International Geosci. Remote Sensing Symp. - IGARSS'90, pp. 361-364, College Park, MD (1990).
6. T. Markos and J. Reif, "Multispectral image compression algorithms," in Proc. 1993 Data Compression Conference, pp. 391-400, IEEE Computer Society Press, Snowbird, UT (1993).
7. M. Manohar and J. C. Tilton, "Progressive vector quantization of multispectral image data using a massively parallel SIMD machine," in Proc. Data Compression Conf., pp. 181-190, IEEE Computer Society Press, Snowbird, UT (1992).
8. G. P. Ablousleman, M. W. Marcellin, and B. R. Hunt, "Compression of hyperspectral imagery using 3D DCT and Hybrid DPCM/DCT," IEEE Trans. Geosci. Remote Sensing 33(1), 26-34 (1995).
9. Y. Linde, A. Buzo, and R. M. Gray, An algorithm for vector quantizer designs, IEEE Trans. Commun. 28(1), 84-95 (1980).
10. R. M. Gray, "Vector quantization," IEEE ASSP Mag. 1, 4-29 (1984).
11. N. M. Nasrabadi and Y. Feng, Vector quantization of images based upon the Kohonen self-organizing feature maps, in Proc. IEEE Int. Conf. Neural Networks, pp. 101-108 (1988).
12. A. S. Mazer, M. Martin, M. Lee, and J. E. Solomon, Image processing software for imaging spectrometry data analysis, Remote Sensing of Environment 24, 201-210 (1988).
13. A. J. Viterbi and J. K. Omura, Principles of Digital Communication and Coding, p. 81, McGraw-Hill, New York (1979).
14. S. K. Babey and C. D. Anger, Compact airborne spectrographic image (casi): a progress review, Proc. SPIE 1937, 152-163 (1993).