A segmentation-based lossless image coding method for high-resolution medical image compression

IEEE Transactions on Medical Imaging

Volumn 16, Issue 3, 1997, Pages 301-307

  Shen, Liang ^a   Rangayyan, Rangaraj M ^a  

^a Array Systems Computing Inc   (Canada)

Author keywords

Lossless compression; Medical image coding; Region growing, segmentation; Region based image processing

Indexed keywords

ALGORITHM; ARTICLE; COMPARATIVE STUDY; FEMALE; HUMAN; IMAGE PROCESSING; IMAGE QUALITY; MALE; MAMMOGRAPHY; THORAX RADIOGRAPHY;

ALGORITHMS; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MALE; MAMMOGRAPHY; RADIOGRAPHIC IMAGE ENHANCEMENT; RADIOGRAPHY, THORACIC;

CODING ERRORS; COMPUTERIZED TOMOGRAPHY; IMAGE CODING; IMAGE COMPRESSION; IMAGE SEGMENTATION;

LOSSLESS IMAGE CODING; MEDICAL IMAGE CODING; REGION GROWING;

MEDICAL IMAGING;

EID: 0031150151     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/42.585764     Document Type: Article

References (23)

1. N. M. Nasrabadi and R. A. King, "Image coding using vector quantization: A review," IEEE Trans. Commun., vol. 36, pp. 957-971, Aug. 1988.
2. M. Antonini, M. Barlaud, P. Mathieu, and I. Daubechies, "Image coding using wavelet transform," IEEE Trans. Image Processing, vol. 1, pp. 205-220, 1992.
3. J. W. Woods, Subband Image Coding. Boston, MA: Kluwer, 1991.
4. Y. Fisher, Ed., Fractal Compression: Theory and Application to Digital Images. New York: Springer-Verlag, 1994.
5. R. D. Dony and S. Haykin, "Neural network approaches to image compression," Proc. IEEE, vol. 83, no. 2, pp. 288-303, 1995.
6. K. Aizawa and T. S. Huang, "Model-based image coding: Advanced video coding techniques for very low bit-rate applications," Proc. IEEE, vol. 83, no. 2, pp. 259-271, 1995.
7. P. Roos, M. A. Viergever, M. C. A. van Dijke, and J. H. Peters, "Reversible intraframe compression of medical images," IEEE Trans. Med. Imag., vol. 7, no. 4, pp. 328-336, 1988.
8. G. R Kuduvalli and R. M. Rangayyan, "Performance analysis of reversible image compression techniques for high-resolution digital teleradiology," IEEE Trans. Med. Imag., vol. 11, no. 3, pp. 430-445, 1992.
9. T. V. Ramabadran and K. S. Chen, "The use of contextual information in the reversible compression of medical images," IEEE Trans. Med. Imag., vol. 11, no. 2, pp. 185-195, 1992.
10. M. Das and S. Burgett, "Lossless compression of medical images using two-dimensional multiplicative autoregressive models," IEEE Trans. Med. Imag., vol. 12, no. 4, pp. 721-726, 1993.
11. S. S Yu, M. N. Wernick, and N. P. Galatsanos, "Lossless compression of multi-dimensional medical image data using binary-decomposed highorder entropy coding," in Proc. IEEE Int. Conf. Image Processing, Austin, Texas, Nov. 1994, pp. 351-355.
12. M. Kunt, A. Ikonomopoulos, and M. Kocher, "Second-generation image-coding techniques," Proc. IEEE, vol. PROC-73, no. 4, pp. 549.574, 1985.
13. "Progressive bi-level image compression," International Telegraph and Telephone Consultative Committee (CCITT), Recommendation T. 82, 1993.
14. International Organization for Standards/International Electrotechnical Commission (ISO/IEC), "Progressive bi-level image compression," International Standard 11544, 1993.
15. G. K. Wallace, "The JPEG still picture compression standard," Communient. ACM, vol. 34, no. 4, pp. 30-44, Apr. 1991.
16. J. Ziv and A. Lempel, "A universal algorithm for sequential data compression," IEEE Trans. Inform. Theory, vol. 23, pp. 337-343, May 1977.
17. M. A. Viergever and P. Roos, "Hierarchical interpolation: An efficient method for reversible compression of images," IEEE Eng. Med. Biol. Mag., vol. 12, no. 1, pp. 48-55, 1993.
18. P. C. Cosman, R. M. Gray, and R. A. Olshen, "Evaluating quality of compressed medical images: SNR, subjective rating, and diagnostic accuracy," Proc. IEEE, vol. 82, no. 6, pp. 919-932, 1994.
19. S. Wong, L. Zaremba, D. Gooden, and H. K. Huang, "Radiologie image compression: A review," Proc. IEEE, vol. 83, no. 2, pp. 194-219, 1995.
20. R. B. Arps and T. K. Truong, "Comparison of international standards for lossless still image compression," Proc. IEEE, vol. 82, no. 6, pp. 889-899, 1994.
21. J. A. Provine and R. M. Rangayyan, "Lossless compression of peanoscanned images," J. Electron. Imag., vol. 3, no. 2, pp. 176-181, 1994.
22. J. Vaisey and A. Gersho, "Image compression with variable block size segmentation," IEEE Trans. Signal Processing, vol. 40, no. 8, pp. 2040-2060, Aug. 1992.
23. F. C. Leou and Y. C. Chen, "A contour-based image coding technique with its texture information reconstructed by polyline representation," Signal Processing, vol. 25, pp. 81-89, 1991.