Electrocardiographic signal compression using multiscale recurrent patterns

IEEE Transactions on Circuits and Systems I: Regular Papers

Volumn 52, Issue 12, 2005, Pages 2739-2753

  de Lima Filho, Eddie Batista ^a   da Silva, Eduardo A B ^b   de Carvalho, Murilo Bresciani ^c   da Silva Júnior, Waldir Sabino ^d   Koiller, José ^e  

^a Genius Institute of Technology   (Brazil)

^b FEDERAL UNIVERSITY OF RIO DE JANEIRO   (Brazil)

^c FLUMINENSE FEDERAL UNIVERSITY   (Brazil)

^d Fundacao Centro de Analise   (Brazil)

^e NEW YORK UNIVERSITY   (United States)

Author keywords

Electrocardiogram (ECG); Multiscale decomposition; Recurrent pattern matching; Vector quantization

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; IMAGE COMPRESSION; IMAGE SEGMENTATION; MATHEMATICAL TRANSFORMATIONS; PATTERN MATCHING; SIGNAL ENCODING; SIGNAL PROCESSING; VECTOR QUANTIZATION;

MULTISCALE DECOMPOSITION; MULTISCALE RECURRENT PATTERNS; RATE-DISTORTION PERFORMANCE; RECURRENT PATTERN MATCHING; SIGNAL COMPRESSION;

ELECTROCARDIOGRAPHY;

EID: 29344454446     PISSN: 10577122     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSI.2005.857873     Document Type: Article

References (21)

1. M. B. de Carvalho, E. A. B. da Silva, and W. A. Finamore, "Multidimensional signal compression using multiscale recurrent patterns," in Signal Processing: Image and Video Coding Beyond Standards. New York: Elsevier Science B. V., 2002, pp. 1559-1580.
2. S. Jalaleddine, C. Hutchens, R. Strattan, and W. Coberly, "ECG data compression techniques-A unified approach," IEEE Trans. Biomed. Eng., vol. 37, pp. 329-343, Apr. 1990.
3. G. Nave and A. Cohen, "ECG compression using long term prediction," IEEE Trans. Biomed. Eng., vol. 40, pp. 877-885, Sep. 1993.
4. Z. Lu, D. Y. Kim, and W. A. Pearlman, "Wavelet compression of ECG signals by the set partitioning in hierarchical trees algorithm," IEEE Trans. Biomed. Eng., vol. 47, pp. 849-856, Jul. 2000.
5. S. G. Miaou, H. L. Yen, and C. L. Lin, "Wavelet-based ECG compression using dynamic vector quantization with tree codevectors in single codebook," IEEE Trans. Biomed. Eng., vol. 49, pp. 671-680, Jul. 2002.
6. P. P. Vaidyanathan, Multirate Systems and Filter Banks. Englewood Cliffs, NJ: Prentice-Hall., 1993.
7. J. Ziv and A. Lempel, "Compression of individual sequences via variable-rate coding," IEEE Trans. Info. Theory, vol. it-24, pp. 530-536, Sep. 1978.
8. R. A. Blahut, Principles and Practice of Information Theory. Cambridge, MA: Addison-Wesley, 1988.
9. G.J. Sullivan and R. L. Baker, "Efficient quadtree coding of images and video," IEEE Trans. Image Process., vol. 3, pp. 327-331, May 1994.
10. M. B. de Carvalho. E. A. B. da Silva, and W. A. Finamore, "Rate distortion optimized adaptive multiscale vector quantization," in IEEE Int. Conf. Image Processing, Thessaloniki, Oct. 2001.
11. R. Shukla, P. L. Dragotti, M. N. Do, and M. Vetterli, "Rate-distortion optimized tree-structured compression algorithms for piecewise polynomial images," IEEE Trans. Image Process., vol. 14, pp. 343-359, Mar. 2005.
12. T. Kim, "Side match and overlap match vector quantizers for images," IEEE Trans. Image Process., vol. 1, pp. 170-185, Feb. 1992.
13. E.B.L. Filho, M. B. Carvalho, and E. A. B. da Silva, "Multidimensional signal compression using multi-scale recurrent patterns with smooth side-match criterion," in IEEE Int. Conf. Image Processing, Singapore, Oct. 2004.
14. J. Vaisey and A. Gersho, "Variable block-size image coding," in IEEE Int. Conf. Acoustics, Speech and Signal Processing, Dallas, TX, Apr. 1987, pp. 1051-1054.
15. P. A. Chou, T. Lookabaugh, and R. M. Gray, "Optimal pruning with applications to tree-structure source coding and modeling," IEEE Trans. Info. Theory, vol. 35, pp. 299-315, Mar. 1989.
16. C. Y. Wang, S. J. Liao, and L. W. Chang, "Wavelet image coding using variable block size vector quantization with optimal quadtree segmentation," in Signal Processing: Image Communication. New York: Elsevier Science B. V. 2000, pp. 879-890.
17. S.B. Yang and L. Y. Tseng, "Smooth side-match classified vector quantizer with variable block size," IEEE Trans. Image Process., vol. 10, pp. 677-685, May 2001.
18. I.H. Witten, R. M. Neal, and J. G. Cleary, "Arithmetic coding for data compression," Commun. ACM, vol. 30, no. 6, pp. 520-540, Jun. 1987.
19. A. Bilgin, M. W. Marcellin, and M. I. Altbach, "Compression of electrocardiogram signals using JPEG2000," IEEE Trans. Consum. Electron., vol. 49, pp. 833-840, Nov. 2003.
20. S. G. Miaou and S. N. Chao, "Wavelet-based lossy-to-lossless ECG compression in a unified vector quantization framework," IEEE Trans. Biomed. Eng., vol. 52, pp. 539-543, Mar. 2005.
21. R. E. Klabunde, Cardiovascular Physiology Concepts. Philadelphia, PA: Lippincott Williams & Wilkins, 2004.