A wavelet-based two-stage near-lossless coder

IEEE Transactions on Image Processing

Volumn 15, Issue 11, 2006, Pages 3488-3500

  Yea, Sehoon ^a   Pearlman, William A ^b  

^a MITSUBISHI ELECTRIC RESEARCH LABORATORIES   (United States)

^b RENSSELAER POLYTECHNIC INSTITUTE   (United States)

Author keywords

Critical distortion; Lossless compression; Lossy plus residual coding; Near lossless compression

Indexed keywords

DECODING; IMAGE COMPRESSION; INVERSE PROBLEMS; WAVELET TRANSFORMS;

CRITICAL DISTORTION; LOSSLESS COMPRESSION; LOSSY PLUS RESIDUAL CODING; NEAR-LOSSLESS COMPRESSION;

IMAGE CODING;

ALGORITHM; ARTICLE; COMPUTER ASSISTED DIAGNOSIS; EVALUATION; IMAGE ENHANCEMENT; INFORMATION PROCESSING; MATHEMATICAL COMPUTING; METHODOLOGY; SIGNAL PROCESSING;

ALGORITHMS; DATA COMPRESSION; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; NUMERICAL ANALYSIS, COMPUTER-ASSISTED; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 33750284938     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2006.877525     Document Type: Article

References (30)

1. A. Said and W. Pearlman, "New, fast and efficient image codec based on set partitioning in hierarchical trees," IEEE Trans. Circuits Syst. Video Technol., vol. 6, no. 6, pp. 243-250, Jun. 1996.
2. A. Said and W. Pearlman, "An image multiresolution representation for lossless and lossy compression," IEEE Trans. Image Process., vol. 5, no. 9, pp. 1303-1310, Sep. 1996.
3. J. M. Shapiro, "Embedded image coding using zerotrees of wavelet coefficients," IEEE Trans. Signal Process., vol. 41, no. 12, pp. 3445-3462, Dec. 1993.
4. L. Ke and M. Marcellin, "Near-lossles image compression: Minimumentropy, constrained-error DPCM," IEEE Trans. Image Process., vol. 7, no. 2, pp. 225-228, Feb. 1998.
5. K. Chen and T. Ramabadran, "Near-lossless compression of medical images through entropy-coded DPCM," IEEE Trans. Med. Imag., vol. 13, no. 9, pp. 538-548, Sep. 1994.
6. P. Cosman, R. Gray, and R. Olshen, "Evaluating quality of compressed medical images: SNR, subjective rating, and diagnostic accuracy," Proc. IEEE, vol. 82, no. 6, pp. 919-932, Jun. 1994.
7. R. Ansari, N. Memon, and E. Ceran, "Near-lossless image compression techniques," J. Electron. Imag., vol. 7, pp. 486-494, Jul. 1998.
8. D. Marpe, G. Blattermann, J. Ricke, and P. Maab, "A two-layered wavelet-based algorithm for efficient lossless and lossy image compression," IEEE Trans. Circuits Syst. Video Technol., vol. 10, no. 10, pp. 1094-1102, Oct. 2000.
9. A. Krivoulets, "A method for progressive near-lossless image compression," in Proc. IEEE Int. Conf. Image Processing, 2003, vol. 3, pp. 185-188.
10. L. Karray, P. Duhamel, and O. Rioul, "Image coding with an l∞ norm and confidence interval criteria," IEEE Trans. Image Process., vol. 7, no. 5, pp. 621-631, May 1998.
11. X. Wu and P. Bao, "L∞ constrained high-fidelity image compression via adaptive context modeling," IEEE Trans. Image Process., vol. 9, no. 4, pp. 536-542, Apr. 2000.
12. A. Alecu, A. Munteanu, P. Schelkens, J. Cornelis, and S. Dewitte, "Wavelet-based fixed and embedded L-infinite-constrained image coding," J. Electron. Imag., vol. 12, no. 7, pp. 522-538, Jul. 2003.
13. M. Weinberger, G. Seroussi, and G. Sapiro, "The LOCO-I lossless image compression algorithm: Principles and standardization into JPEG-LS," IEEE Trans. Image Process., vol. 9, no. 8, pp. 1309-1324, Aug. 2000.
14. D. S. Taubman, "High performance scalable image compression with EBCOT," IEEE Trans. Image Process., vol. 9, no. 7, pp. 1158-1170, Jul. 2000.
15. S. Hsiang and J. W. Woods, "Embedded image coding using zeroblocks of subband/wavelet coefficients and context modeling," in Proc. 2000 IEEE Int. Symp. Circuits and Systems, May 2000, vol. 3, pp. 662-665.
16. W. A. Pearlman, A. Islam, N. Nagaraj, and A. Said, "Efficient, low-complexity image coding with a set-partitioning embedded block coder," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 11, pp. 1219-1235, Nov. 2004.
17. D. S. Taubman and M. W. Marcellin, JPEG2000: Image Compression Fundamentals, Standards and Practice. Norwell, MA: Kluwer, 2002.
18. B. E. Usevitch, "A tutorial on modern lossywavelet image compression: Foundations of JPEG 2000," IEEE Signal Process. Mag., vol. 18, no. 9, pp. 22-35, Sep. 2001.
19. J. Reichel, G. Menegaz, M. J. Nadenau, and M. Kunt, "Integer wavelet transform for embedded lossy to lossless image compression," IEEE Trans. Image Process., vol. 10, no. 3, pp. 383-392, Mar. 2001.
20. M. D. Adams and F. Kossentini, "Reversible integer-to-integer wavelet transforms for image compression: Performance evaluation and analysis," IEEE Trans. Image Process., vol. 9, no. 6, pp. 1010-1024, Jun. 2000.
21. Z. Xiong, X.Wu, S. Cheng, and J. Hua, "Lossy-to-lossless compression of medical volumetric data using three-dimensional integer wavelet transforms," IEEE Trans. Med. Imag., vol. 22, no. 3, pp. 459-470, Mar. 2003.
22. T. Berger, Rate Distortion Theory. Englewood Cliffs, NJ: Prentice-Hall, 1971.
23. T. M. Cover and J. A. Thomas, Elements of Information Theory. New York: Wiley, 1991.
24. J. Pan and T. R. Fischer, "Two-stage vector quantization - lattice vector quantization," IEEE Trans. Inf. Theory, vol. 41, no. 1, pp. 155-163, Jan. 1995.
25. T. Linder and R. Zamir, "On the asymptotic tightness of the shannon lower bound," IEEE Trans. Inf. Theory, vol. 40, no. 6, pp. 2026-2031, Nov. 1994.
26. R. Zamir, "Gaussian codes and shannon bounds for multiple descriptions," IEEE Trans. Inf. Theory, vol. 45, no. 6, pp. 2629-2636, Nov. 1999.
27. R. Zamir and T. Berger, "Multiterminal source coding with high-resolution," IEEE Trans. Inf. Theory, vol. 45, no. 1, pp. 106-117, Jan. 1999.
28. P. Rao and W. A. Pearlman, "On entropy of pyramid structures," IEEE Trans. Inf. Theory, vol. 37, no. 2, pp. 407-413, Mar. 1991.
29. K. Sharifi and A. Leon-Garcia, "Estimation of shape parameter for generalized Gaussian distributions in subband decompositions of video," IEEE Trans. Circuits Syst. Video Technol., vol. 5, no. 2, pp. 52-56, Feb. 1995.
30. I. H. Witten, R. M. Neal, and J. G. Cleary, "Arithmetic coding for data compression," Commun. ACM, vol. 30, pp. 520-540, Jun. 1987.