Image subband coding using context-based classification and adaptive quantization

IEEE Transactions on Image Processing

Volumn 8, Issue 12, 1999, Pages 1702-1715

  Yoo, Youngjun ^a,b   Ortega, Antonio ^a,c   Yu, Bin ^a,d  

^a IEEE

^b TEXAS INSTRUMENTS   (United States)

^c UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

^d UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ANALYSIS; IMAGE COMPRESSION;

ADAPTIVE COMPRESSION METHODS; IMAGE SUBBAND CODING;

IMAGE CODING;

EID: 0033344191     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/83.806617     Document Type: Article

References (35)

1. Y. Yoo, A. Ortega, and B. Yu, "Adaptive quantization of image subbands with efficient overhead rate selection," in Proc. ICIP'96, Lausanne, Switzerland.
2. J. W. Woods and S. D. O'Neil, "Subband coding of images," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-34, pp. 1278-1288, Oct. 1986.
3. J. M. Shapiro, "Embedded image coding using zerotrees of wavelet coefficients," IEEE Trans. Signal Processing, vol. 41, pp. 3445-3462, Dec. 1993.
4. W. Pennebaker and J. Mitchell, JPEG Still Image Data Compression Standard. New York: Van Nostrand Reinhold, 1994.
5. ISO/IEC JTC1/SC29/WG1, "JPEG 2000 working draft 3.0," ISO/IEC JTC1/SC29/WG1 N1444, Oct. 1999.
6. R. W. Buccigrossi and E. P. Simoncelli, "Image compression via joint statistical characterization in the wavelet domain," GRASP Lab. Tech. Rep. 414, Univ. Pennsylvania, Philadelphia, May 1997. Available online: http://www.cis.upenn.edu/pub/eero/buccigrossi97.ps.gz.
7. Z. Xiong, K. Ramchandran, and M. Orchard, "Space-frequency quantization for wavelet image coding," IEEE Trans. Image Processing, vol. 6, pp. 677-693, May 1997.
8. A. Said and W. A. Pearlman, "A new, fast, and efficient image codec based on set partitioning of hierarchical trees," IEEE Trans. Circuits Syst. Video Technol., vol. 6, pp. 243-250, June 1996.
9. D. Taubman and A. Zakhor, "Multirate 3-D subband coding of video," IEEE Trans. Image Processing, vol. 3, pp. 572-588, Sept. 1994.
10. 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.
11. R. Joshi, T. Fischer, and R. Bamberger, "Optimum classification in subband coding of images," in Proc. ICIP'94, Austin, Texas, vol. 2, pp. 883-887.
12. I. H. Witten, R. M. Neal, and J. G. Cleary, "Arithmetic coding for data compression," Commun. ACM, vol. 30, pp. 520-540, June 1987.
13. R. L. Joshi et al., "Comparison of different methods of classification in subband coding of images," IEEE Trans. Image Processing, vol. 6, pp. 1473-1486, Nov. 1997.
14. M. J. Weinberger, J. J. Rissanen, and R. B. Arps, "Applications of universal context modeling to lossless compression of gray-scale images," IEEE Trans. Image Processing, vol. 5, pp. 575-586, Apr. 1996.
15. X. Wu, "Lossless compression of continuous-tone images via context selection, quantization, and modeling," IEEE Trans. Image Processing, vol. 6, pp. 656-664, May 1997.
16. X. Wu and J. Chen, "Context-modeling and entropy coding of wavelet coefficients for image compression," in Proc. ICASSP'97, Munich, Germany, pp. 3097-3100.
17. C. Chrysafis and A. Ortega, "Efficient context-based entropy coding for lossy wavelet image compression," in Proc. Data Compression Conf., Snowbird, UT, Mar. 1997.
18. S. M. LoPresto, K. Ramchandran, and M. T. Orchard, "Image coding based on mixture modeling of wavelet coefficients and a fast estimation-quantization framework," in Proc. VCIP, San Jose, CA, Feb. 1997.
19. A. Ortega and M. Vetterli, "Adaptive scalar quantization without side information," IEEE Trans. Image Processing, vol. 6, pp. 665-676, May 1997.
20. Y. Yoo and A. Ortega, "Adaptive quantization without side information using SVQ and TCQ," in Proc. 29th Asilomar Conf. Signals, Systems, and Computers, Pacific Grove, CA, Oct.-Nov. 1995.
21. N. Tanabe and N. Farvardin, "Subband image coding using entropy-coded quantization over noisy channels," IEEE J. Select. Areas Commun., vol. 10, pp. 926-943, June 1992.
22. M. W. Marcellin and T. R. Fischer, "Trellis coded quantization of memoryless and Gauss-Markov sources," IEEE Trans. Commun., vol. 38, pp. 82-93, Jan. 1990.
23. P. H. Westerlink, J. Biemond, and D. E. Boekee, "Subband coding of color images," in Subband Image Coding, J. W. Woods, Ed. Boston, MA: Kluwer, 1991.
24. K. A. Birney and T. R. Fischer, "On the modeling of DCT and subband image data for compression," IEEE Trans. Image Processing, vol. 4, pp. 186-193, Feb. 1995.
25. N. Farvardin and J. W. Modestino, "Optimum quantizer performance for a class of non-Gaussian memoryless sources," IEEE Trans. Inform. Theory, vol. IT-30, pp. 485-497, May 1984.
26. S. P. Lloyd, "Least squares quantization in PCM," IEEE Trans. Inform. Theory, vol. IT-28, pp. 127-135, Mar. 1982.
27. J. Max, "Quantizing for minimum distortion," IRE Trans. Inform. Theory, vol. IT-6, pp. 7-12, Mar. 1960.
28. G. S. Sullivan, "Efficient scalar quantization of exponential and Laplacian random variables," IEEE Trans. Inform. Theory, vol. 42, pp. 1365-1374, Sept. 1996.
29. W. H. Press, S. A. Teukolsky, W. T. Vetterling, and B. P. Flannery, Numerical Recipes in C, 2nd ed. Cambridge, U.K.: Cambridge Univ. Press, 1992.
30. B. Yu, "A statistical analysis of adaptive quantization based on causal past," in Proc. IEEE Int. Symp. Inform. Theory, 1995.
31. I. Daubechies, "Orthonormal bases of compactly supported wavelets," Commun. Pure Appl. Math., vol. 41, pp. 909-996, Nov. 1988.
32. J. D. Villasenor, B. Belzer, and J. Liao, "Wavelet filter evaluation for image compression," IEEE Trans. Image Processing, vol. 4, pp. 1053-1060, Aug. 1995.
33. J. D. Johnston, "A filter family designed for use in quadrature mirror filter banks," in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing, Apr. 1980, pp. 291-294.
34. 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.
35. R. L. Joshi, V. L. Crump, and T. R. Fischer, "Image subband coding using arithmetic coded trellis coded quantization," IEEE Trans. Circuits, Syst. Video Technol., vol. 5, pp. 515-523, Dec. 1995.