Lossless Compression of Multispectral Image Data

IEEE Transactions on Geoscience and Remote Sensing

Volumn 32, Issue 2, 1994, Pages 282-289

  Memon, Nasir D ^a   Sayood, Khalid ^b   Magliveras, Spyros S ^c  

^a ARKANSAS STATE UNIVERSITY   (United States)

^b UNIVERSITY OF NEBRASKA LINCOLN   (United States)

^c UNIVERSITY OF NEBRASKA LINCOLN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

TREES (MATHEMATICS);

BACKWARD ADAPTIVE TECHNIQUE; FORWARD ADAPTIVE TECHNIQUE; IMAGE NONCAUSAL PREDICTION MODEL; MULTISPECTRAL IMAGE DATA; NONCAUSAL PREDICTION MODEL; SPATIAL CORRELATIONS; SPECTRAL CORRELATIONS;

IMAGING TECHNIQUES;

EID: 0028402418     PISSN: 01962892     EISSN: 15580644     Source Type: Journal    
DOI: 10.1109/36.295043     Document Type: Article

References (33)

1. C. Y. Chang, R. Kwok, and J. C. Curlander, “Spatial compression of Seasat SAR imagery,” IEEE Trans. Geosci. Remote Sensing, pp. 673–685, Sept. 1988.
2. G. Chartrand and L. Lesniak, Graphs and Diagraphs, second ed., Mathematics Series. Wadsworth and Brooks/Cole, 1986.
3. T. M. Chen, D. H. Staelin, and R. B. Arps, “Information content analysis of landsat image data for compression,” IEEE Trans. Geosci. Remote Sensing, vol. GE-25, pp. 499–501, July 1987.
4. D. Cheriton and R. E. Tarjan, “Finding minimum spanning trees,” SIAM J. Comput., vol. 5, no. 4, pp. 724–741, 1976.
5. D. A. Dyches, “A study of statistically lossless image compression algorithm on satellite imagery,” M.S. thesis, Utah State Univ., Logan, UT, 1991.
6. M. L. Fredman and R. E. Tarjan, “Fibonacci heaps and their uses in improved network optimization algorithms,” J. ACM, vol. 34, no. 3, pp. 596–615, 1987.
7. R. L. Frost, C. F. Barnes, and F. Xu, “Design and performance of residual quantizers,” in Proc. Data Compression Conf., J. H. Reif and J. A. Storer, eds., IEEE Computer Society Press, 1991, pp. 129–138.
8. M. R. Garey and D. S. Johnson, Computers and Intractability: A Guide to the Theory of NP-Completeness. San Francisco, CA: Free man, 1978.
9. D. D. Giusto, “On the compression of multispectral images,” in Proc. IGARSS ‘90, IEEE Press, 1990, pp. 1651–1654.
10. S. Gupta and A. Gersho, “Feature predictive vector quantization of multispectral images,” IEEE Trans. Geosci. Remote Sensing, vol. 30, pp. 491–501, May 1992.
11. P. Howard and J. S. Vitter, “Error modeling for hierarchical lossless image compression,” in Proc. Data Compression Conf., J. A. Storer and M. C. Cohn, eds., IEEE Computer Society Press, 1992, pp. 269–278. 278.
12. P. G. Howard and J. S. Vitter, “New methods for lossless image compression using arithmetic coding,” in Proc. Data Compression Conf., J. H. Reif and J. A. Storer, eds., IEEE Computer Society Press, 1991, pp. 257–266.
13. A. K. Huber, “A hybrid algorithm for compression of infrared images of space,” M.S. thesis, Utah State Univ., Logan, UT, 1993.
14. A. K. Jain, “Image data compression: A review,” Proc. IEEE, vol. 69, no. 3, pp. 349–389, 1981.
15. B. H. Juang and A. H. Gray, “Multiple stage vector quantization for speech coding,” in Proc. Int. Conf. Acoust. Speech, Signal Processing, IEEE Press, Apr. 1982, pp. 597–600.
16. C. C. Li, M. Gokmen, A. D. Hirshman, and Y. Wang, “Information preserving image compression for archiving NMR images,” in Proc. 9th Int. Pattern Recognition, 1988 IEEE, pp. 1295–1299.
17. F. Liu and K. Sayood, “Lossless image compression using a composite source model,” in Proc. IEEE Int. Workshop Intell. Signal Processing and Commun. Syst., IEEE, 1992.
18. C. Mailhes, P. Vermande, and F. Castanie, “Spectral image compression,” J. Opt., vol. 21, pp. 121–132, 1990.
19. M. Manohar and J. C. Tilton, “Progressive vector quantization of multispectral image data using a massively parallel SIMD machine,” Proc. Data Compression Conf., J. A. Storer and M. C. Cohn, eds., IEEE Computer Society Press, 1992, pp. 181–190.
20. N. D. Memon, “Image compression using efficient scan patterns,” Ph. D. dissertation, University of Nebraska-Lincoln, 1992.
21. N. D. Memon, S. S. Magliveras, and K. Sayood, “Prediction trees and lossless image compression—An extended abstract,” in Proc. Data Compression Conf., J. H. Reif and J. A. Storer, eds., IEEE Computer Society Press, 1991, pp. 83–92.
22. N. D. Memon, K. Sayood, and S. S. Magliveras, “Lossless image compression using a codebook of prediction trees,” in Data Compression Conf., J. A. Storer and M. C. Cohn, eds., IEEE Computer Society Press, 1992, pp. 181–190.
23. “Lossless image compression with efficient scan patterns,” presented at the Twenty Sixth Annu. Conf. Inform. Sci. and Syst., Princeton, NJ, Mar. 1992.
24. H. Michalik, P. Ruffer, and F. Gliem, “Versatile online image data compression for spaceborne applications,” in Proc. IGARSS ‘91, IEEE Press, 1991, p p. 1443–1447.
25. H. G. Mussman, “Predictive image coding,” in Advances in Electronics and Electron Physics, Suppl. 12. New York: Academic, 1979, pp. 73–112.
26. A. N. Netravili and B. G. Haskell, Digital Pictures—Representation and Compression. Applications of Communications Theory Series. New York: Plenum, 1988.
27. M. Rabbani and P. W. Jones, Digital Image Compression Techniques, volume TT7 of Tutorial Texts Series. SPIE Optical Engineering Press, 1991.
28. P. Ruffer, F. Rabe, and F. Gliem, “A DCT image data processor for use on the Huygens Titan Probe,” in Proc. IGARSS ‘92, IEEE Press, 1992, pp. 678–680.
29. K. Sayood, “Data compression in remote sensing applications,” IEEE Geosci. Remote Sensing Newsletter, vol. 84, pp. 7–15, Sept. 1992.
30. K. Sayood and S. Na, “Recursively indexed differential pulse code modulation,” in Proc. IEEE/DIMACS Joint Workshop Coding and Quantization, IEEE, Oct. 1992.
31. J. C. Tilton, D. Han, and M. Manohar, “Compression experiments with AVHRR data,” in Proc. Data Compression Conf., J. A. Storer and J. H. Reif, eds., IEEE Computer Society Press, 1991, pp. 411–420.
32. S. Todd, G. G. Langdon, and J. J. Rissanen, “Parameter reduction and context selection for compression of gray scale images,” IBM J. Res. Develop., vol. 29, no. 2, pp. 188–193, 1985.
33. G. K. Wallace, “The JPEG still picture compression standard,” Commun. ACM., vol. 34, no. 4, pp. 31–44, 1991.