DocumentCode :
2726591
Title :
Heart sound cancellation from lung sound recordings using adaptive threshold and 2D interpolation in time-frequency domain
Author :
Pourazad, M.T. ; Mousavi, Z.K. ; Thomas, G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Manitoba Univ., Winnipeg, Man., Canada
Volume :
3
fYear :
2003
fDate :
17-21 Sept. 2003
Firstpage :
2586
Abstract :
During lung sound recordings, an incessant noise source occurs due to heart sounds. The heart sound interference on lung sounds is significant especially at low flow rates. In this paper a new heart noise (HN) cancellation method is presented. This algorithm uses an image processing technique to detect HN segments in the spectrogram of the recorded lung sound signal. Afterwards the algorithm removes those segments and estimates the missing data employing a 2D interpolation in the time-frequency domain and finally reconstructs the signal in the time domain. The results show that the proposed method successfully cancels HN from lung sound signals while preserving the original fundamental components of the lung sound signal. The computational load and the speed of the proposed method were found to be much more efficient than other HN cancellation methods such as adaptive filtering.
Keywords :
acoustic noise; adaptive signal processing; bioacoustics; cardiology; interpolation; lung; medical image processing; signal reconstruction; 2D interpolation; adaptive filtering; adaptive threshold; heart noise cancellation method; heart sound cancellation; heart sound interference; image processing technique; low flow rates; lung sound recordings; signal reconstruction; time-frequency domain; Acoustic noise; Heart; Image processing; Image segmentation; Interference; Interpolation; Lungs; Noise cancellation; Spectrogram; Time frequency analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7789-3
Type :
conf
DOI :
10.1109/IEMBS.2003.1280444
Filename :
1280444
Link To Document :
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