Split and merge codebook design algorithms for image compression

Journal of Electronic Imaging

Volumn 9, Issue 4, 2000, Pages 509-520

  Karayiannis, Nicolaos B ^a   Liu, Zhiying ^b  

^a University of Houston   (United States)

^b Toshiba America Inc   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0004828473     PISSN: 10179909     EISSN: 1560229X     Source Type: Journal    
DOI: 10.1117/1.1287330     Document Type: Article

References (30)

1. R. M. Gray, "Vector quantization," IEEE ASSP Mag. 1(2), 4-29 (1984).
2. N. M. Nasrabadi and R. King, "Image coding using vector quantization: A review," IEEE Trans. Commun. 36(8), 957-971 (1988).
3. P. H. Westerink, D. E. Boekee, J. Biemond, and J. W. Woods, "Subband coding of images using vector quantization," IEEE Trans. Commun. 36(6), 713-719 (1988).
4. A. Gersho and R. M. Gray, Vector Quantization and Signal Compression, Kluwer Academic, Boston, MA (1992).
5. P. C. Cosman, R. M. Gray, and M. Vetterli, "Vector quantization of image subbands: A survey," IEEE Trans. Image Process. 5(2), 202-225 (1996).
6. Y. Linde, A. Buzo, and R. M. Gray, "An algorithm for vector quantization design," IEEE Trans. Commun. 28(1), 84-95 (1980).
7. S. Behnke and N. B. Karayiannis, "Competitive neural trees for vector quantization," Neural Network World 6(3), 263-277 (1996).
8. N. B. Karayiannis, "Generalized fuzzy k-means algorithms and their application in image compression," Proc. SPIE 2493, 206-217 (1995).
9. N. B. Karayiannis and P.-I. Pai, "Fuzzy vector quantization algorithms and their application in image compression," IEEE Trans. Image Process. 4(9), 1193-1201 (1995).
10. W. H. Equitz, "A new vector quantization clustering algorithm," IEEE Trans. Acoust., Speech, Signal Process. 37, 1568-1575 (1989).
11. P. A. Chou, T. Lookabaugh, and R. M. Gray, "Optimal pruning with applications to tree-structured source coding and modeling," IEEE Trans. Inf. Theory 35(2), 299-315 (1989).
12. N. B. Karayiannis, "Fuzzy partition entropies and entropy constrained clustering algorithms," J. Intell. Fuzzy Syst. 5(2), 103-111 (1997).
13. N. B. Karayiannis and P.-I. Pai, "Fuzzy algorithms for learning vector quantization," IEEE Trans. Neural Netw. 7(5), 1196-1211 (1996).
14. N. B. Karayiannis, "Entropy constrained learning vector quantization algorithms and their application in image compression," Proc. SPIE 3030, 2-13 (1997).
15. N. B. Karayiannis, "A methodology for constructing fuzzy algorithms for learning vector quantization," IEEE Trans. Neural Netw. 8(3), 505-518 (1997).
16. N. B. Karayiannis, "Learning vector quantization: A review," Int. J. Smart Eng. Syst. Design 1, 33-58 (1997).
17. T. C. Wang and N. B. Karayiannis, "Compression of digital mammograms using wavelets and learning vector quantization," Proc. SPIE 3030, 44-55 (1997).
18. N. B. Karayiannis, P.-I. Pai, and N. Zervos, "Image compression based on fuzzy algorithms for learning vector quantization and wavelet image decomposition," IEEE Trans. Image Process. 7(8), 1223-1230 (1998).
19. N. B. Karayiannis and T. C. Wang, "Compression of digital mammograms using wavelets and fuzzy algorithms for learning vector quantization," in Soft Computing for Image Processing, S. K. Pal, A. Ghosh, and M. K. Kundu, Eds., pp. 205-245, Physica, Heidelberg (2000).
20. N. B. Karayiannis and N. Zervos, "Entropy constrained learning vector quantization algorithms and their application in image compression," J. Electron. Imaging 9, 495 (2000) (this issue).
21. J. W. Woods and S. D. O'Neil, "Subband coding of images," IEEE Trans. Acoust., Speech, Signal Process. 34(5), 1278-1288 (1986).
22. M. Vetterli and C. Herley, "Wavelets and filter banks: Theory and design," IEEE Trans. Signal Process. 40, 2207-2232 (1992).
23. M. Vetterli and J. Kovacevic, Wavelets and Subband Coding, Prentice Hall, Englewood Cliffs, NJ (1995).
24. M. Antonini, M. Barlaud, P. Mathieu, and I. Daubechies, "Image coding using wavelet transform," IEEE Trans. Image Process. 1(2), 205-220 (1992).
25. A. Averbuch, D. Lazar, and M. Israeli, "Image compression using wavelet transform and multiresolution decomposition," IEEE Trans. Image Process. 5(1), 4-15 (1996).
26. S. G. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern. Anal. Mach. Intell. 11(7), 674-693 (1989).
27. S. G. Mallat, "Multifrequency channel decomposition of images and wavelet models," IEEE Trans. Acoust., Speech, Signal Process. 37(12), 2091-2110 (1989).
28. J. D. Villasenor, B. Belzer, and J. Liao, "Wavelet filter evaluation for image compression," IEEE Trans. Image Process. 4, 1053-1060 (1995).
29. I. Daubechies, Ten Lectures on Wavelets, SIAM, Philadelphia, PA (1992).
30. A. Cohen, I. Daubechies, and J. C. Feauveau, "Biorthogonal bases of compactly supported wavelets," Commun. Pure Appl. Math. 45, 485-560 (1992).