A 2-D ECG compression method based on wavelet transform and modified SPIHT

IEEE Transactions on Biomedical Engineering

Volumn 52, Issue 6, 2005, Pages 999-1008

  Tai, Shen Chuan ^a   Sun, Chia Chun ^a   Yan, Wen Chien ^a  

^a NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

Electrocardiogram (ECG) compression; Set partitioning in hierarchical trees (SPIHT); Wavelet transform

Indexed keywords

ALGORITHMS; DATA COMPRESSION; DATABASE SYSTEMS; MORPHOLOGY; REDUNDANCY; TREES (MATHEMATICS); TWO DIMENSIONAL; WAVELET TRANSFORMS;

ARRHYTHMIA; DATA ARRAY; ECG MORPHOLOGIES; SET PARTITIONING IN HIERARCHICAL TREES (SPIHT);

ELECTROCARDIOGRAPHY;

ALGORITHM; ARTICLE; DATA BASE; ELECTROCARDIOGRAM; HEART ARRHYTHMIA; INFORMATION PROCESSING; MODIFIED SET PARTITIONING IN HIERARCHICAL TREE; TWO DIMENSIONAL ELECTROCARDIOGRAM COMPRESSION; WAVEFORM; WAVELET TRANSFORM;

ALGORITHMS; ARRHYTHMIA; DATA COMPRESSION; DATABASE MANAGEMENT SYSTEMS; DATABASES, FACTUAL; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROCARDIOGRAPHY; HUMANS; MEDICAL RECORDS SYSTEMS, COMPUTERIZED; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 20444494962     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2005.846727     Document Type: Article

References (21)

1. A. Djohan, T. Q. Nguyen, and W. J. Tompkins, "ECG compression using discrete symmetric wavelet transform," in Proc. 17th Int. Conf. IEEE Med. Biol., vol. 1, 1995, pp. 1667-168.
2. B. Bradie, "Wavelet-based compression of single lead ECG," IEEE Trans. Biomed. Eng., vol. 43, no. 5, pp. 493-501, May 1996.
3. K. Nagarajan, E. Kresch, S.-S. Rao, and Y. Kresh, "Constrained ECG compression using best adapted wavelet packet bases," IEEE Signal Processing Lett., vol. 3, no. 10, Oct. 1996.
4. M. L. Hilton, "Wavelet and wavelet packet compression of electrocardiograms," IEEE Trans. Biomed. Eng., vol. 44, no. 5, pp. 394-402, May 1997.
5. A. G. Ramakrishnan and S. Saha, "ECG coding by wavelet-based linear prediction," IEEE Trans. Biomed. Eng., vol. 44, no. 12, pp. 1253-1261, Dec. 1997.
6. J. Chen and S. Itoh, "A wavelet transform-based ECG compression method guaranteeing desired signal quality," IEEE Trans. Biomed. Eng., vol. 45, no. 12, pp. 1414-1419, Dec. 1998.
7. Z. Iu, 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, no. 7, pp. 849-856, Jul. 2000.
8. Q. Ruan and Y. Zhang, "An improved algorithm based on EZW for ECG signal," in Proc. ICSP 2000, pp. 299-925.
9. A. Chagas, E. Da Silva, and I. Nadal, "ECG data compression using wavelets," Comput. Cardiol., pp. 423-426, 2000.
10. R. S. H. Istepanian, L. J. Hadjileontiadis, and S. M. Panas, "ECG data compression using wavelets and higher order statistics methods," IEEE Trans. Biomed. Eng., vol. 48, no. 5, pp. 108-115, Jun. 2001.
11. S.-G. Miaou and C.-L. Lin, "A quality-on-demand algorithm for wavelet-based compression of electrocardiogram signals," IEEE Trans. Biomed. Eng., vol. 49, no. 3, pp. 233-239, Mar. 2002.
12. B. A. Rajoub, "An efficient coding algorithm for the compression of ECG signals using the wavelet transform," IEEE Trans. Biomed. Eng., vol. 49, no. 4, pp. 355-362, Apr. 2002.
13. S.-G. Miaou, Heng-Lin, 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, no. 7, pp. 671-680, Jul. 2002.
14. H. Lee and K. M. Buckley, "ECG data compression using cut and align beats approach and 2-D transform," IEEE Trans. Biomed. Eng., vol. 46, no. 5, pp. 556-564, May 1999.
15. K. Uyar and Y. Z. Ider, "Development of a compression algorithm suitable for exercise ECG data," in Proc. 23rd Annu. EMBS Int. Conf., Oct. 2001, pp. 3521-3524.
16. A. Reza, A. Moghaddam, and K. Nayebi, "A two dimensional wavelet packet approach for ECG compression," in Proc. Int. Symp. Signal Processing Applications, Aug. 2001, pp. 226-229.
17. Ali, Bilgin, M. W. Marcellin, and M. I. Altbach, "Compression of electrocardiogram signals using JPEG2000," IEEE Trans. Consumer Electron., vol. 49, no. 4, Nov. 2003.
18. S.-C. Tai, Y.-Y. Chen, and W.-C. Yan, "New high-fidelity medical image compression based on modified set partitioning in hierarchical trees," Opt. Eng., vol. 42, no. 7, pp. 1956-1963, Jul. 2003.
19. 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, no. 3, pp. 243-250, Jun. 1996.
20. M. Okada, "A digital filter for the QRS complex detection," IEEE Trans. Biomed. Eng., vol. BME-26, no. 12, pp. 700-703, Dec. 1979.
21. S. Kadambe, R. Murray, and G. F. Boudreaux-Bartels, "Wavelet transform-based QRS complex detector," IEEE Trans. Biomed. Eng., vol. 46, no. 7, Jul. 1999.