Compression of multispectral images by address-predictive vector quantization

Signal Processing: Image Communication

Volumn 11, Issue 2, 1997, Pages 147-159

  Canta, Gerardo R ^a   Poggi, Giovanni ^a  

^a UNIVERSITY OF NAPLES FEDERICO II   (Italy)

Author keywords

Address prediction; Image compression; Multispectral; Vector quantization

Indexed keywords

DATA COMPRESSION; IMAGE COMPRESSION; IMAGE QUALITY; IMAGE RECONSTRUCTION;

ADDRESS PREDICTION; MULTISPECTRAL IMAGES;

VECTOR QUANTIZATION;

EID: 0031382711     PISSN: 09235965     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0923-5965(96)00043-4     Document Type: Article

References (21)

1. G.P. Abousleman, M.W. Marcellin and B.R. Hunt, "Compression of hyperspectral imagery using the 3-d DCT and hybrid DPCM/DCT", IEEE Trans. Geosci. Remote Sensing, Vol. 33, January 1995, pp. 26-34.
2. R.L. Baker and Y.T. Tze, "Compression of high spectral resolution imagery", Proc. SPIE, No. 974, 1988, pp. 255-264.
3. E. Cammarota and G. Poggi, "Address predictive vector quantization of images", Proc. AEI Symposium on Image Processing: Applications and Trends, Geneva (I), June 1991, pp. 67-74.
4. P.A. Chou, T. Lookabaugh and R.M. Gray, "Entropy-constrained vector quantization", IEEE Trans. Acoust. Speech Signal Process., Vol. ASSP-37, January 1989, pp. 31-42.
5. V. Cuperman and A. Gersho, "Vector predictive coding of speech at 16 Kb/s", IEEE Trans. Commun., Vol. COM-33, July 1985, pp. 685-696.
6. B.R. Epstein, R. Hingorani, J.M. Shapiro and M. Czigler, "Multispectral KLT-wavelet data compression for Landsat thematic mapper images", Proc. Data Compression Conf., Snowbird (Utah), April 1992, pp. 200-208.
7. A. Gersho, "Optimal nonlinear interpolative vector quantization", IEEE Trans. Commun., Vol. COM-38, September 1990, pp. 1285-1287.
8. A. Gersho and R.M. Gray, Vector Quantization and Signal Compression, Kluwer Academic Publishers, Boston, MA, 1992.
9. S. Gupta and A. Gersho, "Feature predictive vector quantization of multispectral images", IEEE Trans. Geosci. Remote Sensing, Vol. 30, May 1992, pp. 491-501.
10. S. Jaggi, "An investigative study of multispectral lossy data compression using vector quantization", Proc. SPIE, No. 1702, 1992, pp. 238-249.
11. N.S. Jayant and P. Noll, Digital Coding of Waveforms, Prentice-Hall, Englewood Cliffs, NJ, 1984.
12. T. Kohonen, Self-Organization and Associative Memory, 2nd edition, Springer, New York, 1988.
13. Y. Linde, A. Buzo and R.M. Gray, "An algorithm for vector quantizer design", IEEE Trans. Commun., Vol. COM-28, January 1980, pp. 84-95.
14. J. Makhoul, S. Roucos and H. Gish, "Vector quantization in speech coding", Proc. IEEE, Vol. 73, November 1985, pp. 1551-1588.
15. N.M. Nasrabadi and Y. Feng, "Image compression using address-vector quantization", IEEE Trans. Commun., Vol. COM-38, December 1990, pp. 2166-2173.
16. A.N. Netravali and B.G. Haskell, Digital Pictures, Representation and Compression, Plenum Press, New York, 1988.
17. G. Poggi, Address-predictive vector quantization of images by topology-preserving code-book ordering", European Trans. Telecomm., Vol. 4, July 1993, pp. 423-434.
18. G. Poggi, "Applications of the Kohonen algorithm in vector quantization", European Trans. Telecomm., Vol. 6, March 1995, pp. 191-202.
19. G. Poggi, "Generalized-cost-measure address-predictive vector quantization", IEEE Trans. Image Processing, Vol. 5, January 1996, pp. 49-55.
20. J.A. Saghri and A.G. Tescher, "Near lossless bandwidth compression for radiometric data", Opt. Engrg., Vol. 30, July 1991, pp. 934-939.
21. J. Storer, Data Compression, Computer Sci. Press, Rockville, MD, 1988.