Title :
Doppler ultrasound signal denoising based on Grey relational analysis technique
Author :
Esma Uzunhisarcikli;Fatma Latifoglu;Turker Koza;Mehmet G. Kaya
Author_Institution :
Biyomedikal Cihaz Teknolojisi, Kayseri MYO, Erciyes ?niversitesi, Turkey
fDate :
5/1/2009 12:00:00 AM
Abstract :
In this study, Grey relational analysis technique proposed by J.L. Deng has been applied to spectrogram images of clinical mitral valve Doppler signals. A threshold level has been determined to plot maximum frequency envelope from denoised sonogram image using this technique. It is seen that, signal to noise ratio has been improved through Grey relational analysis technique. A software has been realized to support Doppler ultrasound device to diagnose vascular disease. This system has many advantages that are reducing the computation time, ergonomic, cheapness.
Keywords :
"Ultrasonic imaging","Signal denoising","Signal analysis","Spectrogram","Valves","Frequency","Sonogram","Signal to noise ratio","Diseases","Ergonomics"
Conference_Titel :
Biomedical Engineering Meeting, 2009. BIYOMUT 2009. 14th National
Print_ISBN :
978-1-4244-3605-7
DOI :
10.1109/BIYOMUT.2009.5130309