Segmentation of digital signals based on estimated compression ratio

IEEE Transactions on Biomedical Engineering

Volumn 43, Issue 9, 1996, Pages 928-938

  Koski, Antti ^a   Juhola, Martti ^b  

^a UNIVERSITY OF TURKU   (Finland)

^b UNIVERSITY OF EASTERN FINLAND   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; DIGITAL SIGNAL PROCESSING; ELECTROCARDIOGRAPHY; IMAGE COMPRESSION; MEDICAL IMAGING;

COMPRESSION RATIO; DIGITAL SIGNAL RECORDINGS;

IMAGE SEGMENTATION;

ALGORITHM; ARTICLE; COMPRESSION; DIGITAL FILTERING; ELECTROCARDIOGRAM; INFORMATION RETRIEVAL; PARAMETER; PATTERN RECOGNITION; POWER SPECTRUM; QRS COMPLEX; SIGNAL NOISE RATIO; SIGNAL PROCESSING;

ALGORITHMS; ELECTROCARDIOGRAPHY; MODELS, THEORETICAL; PATTERN RECOGNITION, AUTOMATED; RANDOM ALLOCATION; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 0030248358     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/10.532127     Document Type: Article

References (21)

1. U. Appel and A. V. Brandt, "A comparative study of three sequential time series segmentation algorithms," Signal Processing, vol. 6, p. 45, 1983.
2. Li Gang et al., "Fast realization of the LADT ECG data compression method," IEEE Eng. Med., Biol. Mag., pp. 255-258, Apr/May 1994.
3. R. W. Hamming, Digital Filters. Englewood Cliffs, NJ: Prenlice-Hall, Signal Processing Series, 1983.
4. S. L. Horowitz, "A syntactic algorithm for peak detection in waveforms with applications to cardiography." Communicat. ACM, vol. 18, no. 5, pp. 281-285, 1975.
5. S. M. S. Jalaleddine, C. G. Hutchens, R. D. Strattan, and W. A. Coberly, "ECG data compression techniques - A unified approach," IEEE Trans. Biomed. Eng., vol. 37, no. 4, pp. 329-343, 1990.
6. M. Juhola, V. Jäntti, I. Pyykkö, L. Schalen, M. Åkesson, and M. Magnusson, "An identification technique for the spike artefact of saccadic cye movements," Biol. Cybern., no. 57, pp. 415-420, 1987.
7. A. Koski. "A semantic-syntactic recognition system based on attributed automata," in Proc. 3rd Symp. Programming Languages and Software Tools, Tartu, Estonia, 1993, pp. 83-94.
8. A. Koski, M. Juhola, and M. Meriste, "Syntactic recognition of ECG signals by attributed finite automata," Pattern Recog., vol. 28, no. 12, pp. 1927-1940, Dec. 1995.
9. B. Madhukar and I. S. N. Murthy, "ECG data compression by modeling," Comput., Biomed. Res., vol. 26, no. 3, pp. 310-317, June 1993.
10. R. J. Marshall, "The determination of peaks in biological waveforms," Comput., Biomed. Res., vol. 19, pp. 319-329, 1986.
11. D. Michael and J. Houchin, "Automatic EEG analysis: A segmentation procedure based on autocorrelation function," Electroencephalogr., Clin. Neurophysiol., vol. 46, pp. 232-, 1979.
12. T. Pavlidis and S. L. Horowitz, "Segmentation of plane curves," IEEE Trans. Comput., vol. C-23, no. 8, pp. 860 870, Aug. 1974.
13. W. Philips and G. D. Jonghe, "Data compression of ECG's by high degree polynomial approximation.'' IEEE Trans. Biomed. Eng., vol. 39, pp. 330-337, 1992.
14. G. P. Pizzuti, S. Cifaldi, and G. Nolfe, "Digital sampling rate and ECG analysis," J. Biomed. Eng., vol. 7, pp. 247-210, July 1985.
15. B. K. Ray and K. S. Ray, "An algorithm for polygonal approximation of digitised curves," Pattern Recog. Lett., no. 13, pp. 489-496, 1992.
16. O. Rompelman and R. Janssen, "Practical limitations for the estimation of P-wave and QRS-complex occurrence limes," Automedica, vol. 6, pp. 269-284, 1986.
17. J. Sklansky and V. Gonzales, "Fast polygonal approximation of digitised curves," Pattern Recog., no. 12, pp. 327-331, 1980.
18. E. Skordalakis, "Recognition of noisy peaks in ECG waveforms," Comput., Biomed. Res., vol. 17, pp. 208-221, 1984.
19. G. Stockman, L. Kanal, and M. C. Kyle, "Structural pattern recognition of carotid pulse waves using a general waveform parsing system," Communicat. ACM, vol. 19, no. 12, pp. 688-695, Dec. 1976.
20. I. Tomek, "Two algorithms for piecewise-linear continuous approximation of functions of one variable," IEEE Trans. Comput., pp. 445-448, 1974.
21. J. Udupa and I. Murthy, "Syntactic approach to ECG rhythm analysis," IEEE Trans. Biomed. Eng., vol. BME-27, pp. 370-375, 1980.