Lung Sound Noise Reduction Using Gabor Time-Frequency Masking


Saatci E., Akan A.

World Congress on Medical Physics and Biomedical Engineering, Seoul, Güney Kore, 27 Ağustos - 01 Eylül 2006, cilt.14, ss.971-972 identifier identifier

  • Cilt numarası: 14
  • Basıldığı Şehir: Seoul
  • Basıldığı Ülke: Güney Kore
  • Sayfa Sayıları: ss.971-972

Özet

The Gabor expansion is a mathematical tool, which provides a joint time-frequency representation of a given signal by decomposing it into time-frequency elementary signals called Gabor atoms. It has been used in a variety of signal processing applications, including biomedical signal processing. In this paper we present a time-frequency masking technique based on Gabor expansion for both heart sound localization and reduction problem. Gabor coefficients of lung sound segments recorded from trachea are calculated and masked to remove the distinctive heart sound effects. Reconstruction of lung sound is achieved from modified Gabor coefficients without heart sound noise.