Space-frequency quantization for wavelet image coding

IEEE Transactions on Image Processing

Volumn 6, Issue 5, 1997, Pages 677-693

  Xiong, Zixiang ^a,b   Ramchandran, Kannan ^a,c   Orchard, Michael T ^a,b  

^a IEEE   (United States)

^b Princeton University   (United States)

^c University of Illinois at Urbana Champaign   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; TREES (MATHEMATICS); VECTOR QUANTIZATION; WAVELET TRANSFORMS;

ZEROTREE QUANTIZATION;

IMAGE CODING;

EID: 0031146030     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/83.568925     Document Type: Article

References (32)

1. A. Lewis and G. Knowles, "Image compression using the 2-D wavelet transform," IEEE Trans. Image Processing, vol. 1, pp. 244-250, Apr. 1992.
2. J. M. Shapiro, "Embedded image coding using zerotrees of wavelet coefficients," IEEE Trans. Signal Processing, vol. 41, pp. 3445-3463, Dec. 1993.
3. A. Gersho and R. M. Gray, Vector Quantization and Signal Compression. Boston, MA: Kluwer, 1992.
4. G. D. Forney, R. M. Gray, and M. Ostendorf Dunham, "Finite-state vector quantization for waveform coding," IEEE Trans. Inform. Theory, vol. 31, pp. 348-359, May 1985.
5. H. S. Malvar, Signal Processing with Lapped Transforms. Norwood, MA: Artech House, 1992.
6. B. Ramamurthi and A. Gersho, "Classified vector quantization of images," IEEE Trans. Commun., vol. 34, pp. 1105-1115, Nov. 1986.
7. E. A. Riskin, "Optimal bit allocation via the generalized BFOS algorithm," IEEE Trans. Inform. Theory, vol. 37, pp. 400-402, Mar. 1991.
8. J. W. Woods and S. O'Neil, "Subband coding of images," IEEE Trans. Acoust., Speech, Signal Processing, vol. 34, pp. 1278-1288, Oct. 1986.
9. Y. Linde, A. Buzo, and R. M. Gray, "An algorithm for vector quantizer design," IEEE Trans. Commun., vol. 28, pp. 84-95, 1980.
10. P. H. Westerink, D. E. Boekee, J. Biemond, and J. W. Wood, "Subband coding of images using vector quantization," IEEE Trans. Commun., vol. 36, pp. 713-719, June 1988.
11. J. Max, "Quantization for minimum distortion," IEEE Trans. Inform. Theory, pp. 7-12, Mar. 1960.
12. M. W. Marcellin and T. R. Fischer, "Trellis coded quantization of memoryless and Gaussian-Markov sources," IEEE Trans. Commun., vol. 38, no. 1, pp. 82-93, Jan. 1990.
13. I. Daubechies, "Orthonormal bases of compactly supported wavelets," Commun. Pure Appl. Math., vol. XLI, pp. 909-996, 1988.
14. S. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, pp. 674-693, July 1988.
15. M. Vetterli and C. Herley, "Wavelets and filter banks: Theory and design," IEEE Trans. Signal Processing, vol. 40, pp. 2207-2232, Sept. 1992.
16. P. Westerink, "Subband coding of images," Ph.D. dissertation, Delft Univ. Technol., Oct. 1989.
17. Y. H. Kim and J. W. Modestino, "Adaptive entropy coded subband coding of images," IEEE Trans. Image Processing, vol. 1, pp. 31-48, Jan. 1992.
18. M. Antonini, M. Barlaud, P. Mathieu, and I. Daubechies, "Image coding using wavelet transform," IEEE Trans. Image Processing, vol. 1, p. 205-221, Apr. 1992.
19. P. J. Burt and E. H. Adelson, "The Laplacian pyramid as a compact image code," IEEE Trans. Commun., vol. 31, pp. 532-540, 1983.
20. R. J. Clarke, Transform Coding of Images. New York: Academic, 1985.
21. J. W. Woods, Ed., Subband Image Coding. Boston, MA: Kluwer, 1991.
22. N. Farvardin and J. W. Modestino, "Optimum quantizer performance for a class of non-Gaussian memoryless sources," IEEE Trans. Inform. Theory, vol. 30, pp. 485-497, May 1984.
23. Y. Shoham and A. Gersho, "Efficient bit allocation for an arbitrary set of quantizers," IEEE Trans. Acoust., Speech, Signal Processing, vol. 36, pp. 1445-1453, Sept. 1988.
24. K. Ramchandran and M. Vetterli, "Best wavelet packet bases in a rate-distortion sense," IEEE Trans. Image Processing, vol. 2, pp. 160-175, Apr. 1993.
25. G. Langdon, "An introduction to arithmetic coding," IBM J. Res. Develop., vol. 28, no. 2, pp. 135-149.
26. I. Witten, R. Neal, and J. Cleary, "Arithmetic coding for data compression," Commun. ACM, vol. 30, no. 6, pp. 520-540.
27. A. Said and W. A. Pearlman, "A new, fast, and efficient image codec based on set partitioning in hierarchical trees," IEEE Trans. Circuits Syst. Video Technol., vol. 6, pp. 243-250, June 1996.
28. R. L. Joshi, V. J. Crump, and T. R. Fisher, "Image subband coding using arithmetic and trellis coded quantization," IEEE Trans. Circuits Syst. Video Technol., vol. 5, pp. 515-523, Dec. 1995.
29. R. L. Joshi et al., "Comparison of different methods of classification in subband coding of images," IEEE Trans. Image Processing, submitted for publication, 1995.
30. M. Crouse and K. Ramchandran, "Joint thresholding and quantizer selection for decoder-compatible baseline JPEG," in Proc. ICASSP '95, Detroit, MI.
31. Z. Xiong, N. P. Galatsanos, and M. T. Orchard, "Marginal analysis prioritization for image compression based on a hierarchical wavelet decomposition," in Proc. ICASSP'93, Minneapolis, MN, vol. 5, pp. 546-549.
32. Z. Xiong, K. Ramchandran, and M. T. Orchard, "Joint optimization of scalar and tree-structured quantization of wavelet image decomposition," in Proc. 27th Annu. Asilomar Conf. Signal, Systems, and Computers, Pacific Grove, CA, Nov. 1993, pp. 891-895.