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Otsu’s Threshold Selection Method Applied in De-noising Heart Sound of the Digital Stethoscope Record

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Advances in Information Technology and Industry Applications

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 136))

Abstract

In this paper, an automatic threshold selection for de-noising is presented. The heart sound extracted through an electronic stethoscope is transformed into frequency domain by Fast Fourier Transformation, and then the threshold selection is applied to it, so that unwanted noises can be separated from a combined set of noises. The noise was analysed by applying a random but suitable threshold point, the unwanted noise was eliminated and the sound was reconstructed. The preliminary results indicate that the technique applied is effective in that the reconstructed noise appears to be providing a better quality of heart noise.

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References

  1. Geddes, L.A.: Birth of the stethoscope. IEEE Engineering in Medicine and Biology Magazine 24(1), 84–86 (2005)

    Article  MathSciNet  Google Scholar 

  2. Bai, Y., Lu, C., Taipei, T.: Web-based Remote Digital Stethoscope (2005)

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  3. Zhang, Y., Chan, G., Zhang, X., Yip, L.: Heart Sounds and Stethoscopes (2006)

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  4. Berouti, M., Schwartz, R., Makhoul, J.: Enhancement of speech corrupted by acoustic noise (2003)

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  5. Glover Jr., J.: Adaptive noise canceling applied to sinusoidal interferences. IEEE Transactions on Acoustics, Speech and Signal Processing 25(6), 484–491 (2003)

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  6. Fang, H., Huang, D.: Noise reduction in lidar signal based on discrete wavelet transform. Optics Communications 233(1-3), 67–76 (2004)

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  7. Otsu, N.: A threshold selection method from gray-level histograms. Automatica 11, 285–296 (1975)

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Correspondence to Haoyu Chen .

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© 2012 Springer-Verlag Berlin Heidelberg

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Chen, H., Gururajan, R. (2012). Otsu’s Threshold Selection Method Applied in De-noising Heart Sound of the Digital Stethoscope Record. In: Zeng, D. (eds) Advances in Information Technology and Industry Applications. Lecture Notes in Electrical Engineering, vol 136. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-26001-8_31

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  • DOI: https://doi.org/10.1007/978-3-642-26001-8_31

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-26000-1

  • Online ISBN: 978-3-642-26001-8

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