DocumentCode
2005643
Title
Contrast enhancement of adaptive ultrasound imaging using eigenspace-based minimum variance beamfoming
Author
Asl, Babak Mohammadzadeh ; Mahloojifar, Ali
Author_Institution
Dept. of Biomed. Eng., Tarbiat Modares Univ., Tehran, Iran
fYear
2009
fDate
20-23 Sept. 2009
Firstpage
349
Lastpage
352
Abstract
Recently, adaptive beamforming methods have been successfully applied to medical ultrasound imaging, resulting in significant improvement in image quality compared to non-adaptive delay-and-sum (DAS) beamformer. Most of the adaptive beamformers presented in the ultrasound imaging literature are based on the minimum variance (MV) beamformer which can improve the imaging resolution while retaining the contrast. The main objective of this research is to present a beamformer which could improve the imaging resolution and contrast, at the same time. In this paper, we have applied the eigenspace-based MV (EIBMV) beamformer to medical ultrasound imaging and shown the simultaneous improvement in imaging resolution and contrast. EIBMV beamformer utilizes the eigenstructure of the covariance matrix to enhance the performance of the MV beamformer. The weight vector of the EIBMV is found by projecting the obtained MV weight vector onto a vector subspace constructed from the eigenstructure of the covariance matrix. EIBMV beamformer shows a significant reduction in the sidelobe levels while representing the same mainlobe width as the MV. Specifically, in the point targets phantom, the proposed method decreases the sidelobes about 22 dB and 29 dB compared to MV and DAS, respectively. Furthermore, the proposed method increases the contrast of simulated cyst phantom about 8.6 dB and 14.1 dB and also improves the contrast-to-noise ratio about 31% and 61%, compared to MV and DAS, respectively.
Keywords
acoustic signal processing; array signal processing; biomedical transducers; biomedical ultrasonics; medical signal processing; ultrasonic imaging; ultrasonic transducer arrays; EIBMV beamformer; MV beamformer performance enhancement; MV weight vector projection; adaptive beamforming methods; adaptive ultrasound imaging; contrast enhancement; covariance matrix eigenstructure; eigenspace based minimum variance beamfoming; imaging contrast improvement; imaging resolution improvement; medical ultrasound imaging; vector subspace; Adaptive arrays; Array signal processing; Biomedical imaging; Covariance matrix; Delay; Image quality; Image resolution; Microphone arrays; Signal resolution; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Ultrasonics Symposium (IUS), 2009 IEEE International
Conference_Location
Rome
ISSN
1948-5719
Print_ISBN
978-1-4244-4389-5
Electronic_ISBN
1948-5719
Type
conf
DOI
10.1109/ULTSYM.2009.5442051
Filename
5442051
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