Title :
Robust Capon Beamformer with frequency Smoothing applied to medical ultrasound imaging
Author :
Xian Long ; Akramus Salehin, S.M. ; Abhayapala, Thushara D.
Author_Institution :
Res. Sch. of Eng., Australian Nat. Univ., Canberra, ACT, Australia
fDate :
June 29 2014-July 2 2014
Abstract :
In recent years, Robust Capon Beamformer with Spatial Smoothing (RCB-SS) has improved ultrasound imaging. The RCB-SS is implemented in the time domain and spatial smoothing has the disadvantage of reducing the effective aperture leading to lower lateral resolution. In this paper, we propose a new adaptive beamformer in the frequency domain using frequency smoothing. We investigate the performance of our method using experimental data and compare its performance with RCB-SS and Delay and Sum (DAS) beamformer. Our method has a narrower mainlobe width, lower sidelobes, stronger interference suppression, less speckle and better reconstruction at higher depths than RCB-SS and DAS beamforming. The proposed method also shows better performance when the aperture size is reduced, thus allowing higher frame rates and lower data storage.
Keywords :
adaptive signal processing; array signal processing; biomedical ultrasonics; medical image processing; frequency domain adaptive beamformer; frequency smoothing; interference suppression; lower sidelobe signal; medical ultrasound imaging; narrow mainlobe width signal; robust Capon beamformer; Apertures; Array signal processing; Imaging; Signal processing algorithms; Smoothing methods; Ultrasonic imaging; Wires; Ultrasound imaging; coherence; diagonal loading; frequency smoothing; minimum variance beamforming;
Conference_Titel :
Statistical Signal Processing (SSP), 2014 IEEE Workshop on
Conference_Location :
Gold Coast, VIC
DOI :
10.1109/SSP.2014.6884603