Eigenspace-Based Minimum Variance Combined With Delay Multiply and Sum Beamformer: Application to Linear-Array Photoacoustic Imaging

被引:35
|
作者
Mozaffarzadeh, Moein [1 ]
Mahloojifar, Ali [1 ]
Periyasamy, Vijitha [2 ]
Pramanik, Manojit [2 ]
Orooji, Mandi [1 ]
机构
[1] Tarbiat Modares Univ, Dept Biomed Engn, Tehran 1411713116, Iran
[2] Nanyang Technol Univ, Sch Chem & Biomed Engn, Singapore 639798, Singapore
关键词
Photoacoustic imaging; beamforming; delay-multiply-and-sum; eigenspace-based minimum variance; linear-array imaging; TOMOGRAPHY; ALGORITHM;
D O I
10.1109/JSTQE.2018.2856584
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In photoacoustic imaging, delay-and-sum (DAS) algorithm is the most commonly used beamformer. However, it leads to a low resolution and high level of sidelobes. Delay-multiply-and-sum (DMAS) was introduced to provide lower sidelobes compared to DAS. In this paper, to improve the resolution and sidelobes of DMAS, a novel beamformer is introduced using the eigenspace-based minimum variance (EIBMV) method combined with DMAS, namely EIBMV-DMAS. It is shown that expanding the DMAS algebra leads to several terms, which can be interpreted as DAS. Using the EIBMV adaptive beamforming instead of the existing DAS (inside the DMAS algebra expansion) is proposed to improve the image quality. EIBMV-DMAS is evaluated numerically and experimentally. It is shown that EIBMV-DMAS outperforms DAS, DMAS, and EIBMV in terms of resolution and sidelobes. In particular, at the depth of 11 mm of the experimental images, EIBMV-DMAS results in about 113 dB and 50 dB sidelobe reduction, compared to DMAS and EIBMV, respectively. At the depth of 7 mm, for the experimental images, the quantitative results indicate that EIBMV-DMAS leads to improvement in signal-to-noise ratio of about 75% and 34%, compared to DMAS and EIBMV, respectively.
引用
收藏
页数:8
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