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2022 | OriginalPaper | Chapter

Eigenspace Beamformer Combined with Generalized Sidelobe Canceler and Filters for Generating Plane Wave Ultrasound Images

Authors : L. C. Neves, J. M. Maia, A. J. Zimbico, D. F. Gomes, A. A. Assef, E. T. Costa

Published in: XXVII Brazilian Congress on Biomedical Engineering

Publisher: Springer International Publishing

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Abstract

The use of plane waves allows images with higher frame rates compared to conventional modes. Some studies have shown that the use of the Eigenspace Beamformer technique associated with the Generalized Sidelobe Canceler (EBGSC) reduces the effects of interference and noise, minimizing sidelobes and providing images with higher contrast and resolution compared to the Delay and Sum (DAS) and the Minimum Variance (MV) methods. Filters can also be applied after image processing to reduce speckle signals present in ultrasound images such as the Wiener and Kuan filter. This work presents the implementation of the EBGSC method with Wiener and Kuan filters to improve the processing of plane wave ultrasound images. The EBGSC method combined with Wiener filter (EBGSC-W) showed an improvement in the contrast of 70% and 57.2% when compared to the DAS and GSC methods, respectively. The geometric distortion was evaluated using the parameter of the full width at half maximum (FWHM) and the EBGSC-W also obtained a reduction in lateral FWHM by 63% and 25% compared to the DAS and GSC methods, respectively, approaching to the actual value of the target size (0.1 mm). The EBGSC method with the Kuan filter (EBGSC-K) showed improvements in the lateral FWHM, however, it worsened the contrast, with loss of information.

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Literature
1.
go back to reference Montaldo G, Tanter M, Bercoff J et al (2009) Coherent planewave compounding for very high frame rate ultrasonography and transient elastography. IEEE Trans Ultrason Ferroelectr Freq Control 56:489–506CrossRef Montaldo G, Tanter M, Bercoff J et al (2009) Coherent planewave compounding for very high frame rate ultrasonography and transient elastography. IEEE Trans Ultrason Ferroelectr Freq Control 56:489–506CrossRef
2.
go back to reference Bercoff J, Montaldo G, Loupas T et al (2011) Ultrafast compound doppler imaging: Providing full blood flow characterization. IEEE Trans Ultrason Ferroelectr Freq Control 58:134–147CrossRef Bercoff J, Montaldo G, Loupas T et al (2011) Ultrafast compound doppler imaging: Providing full blood flow characterization. IEEE Trans Ultrason Ferroelectr Freq Control 58:134–147CrossRef
3.
go back to reference Capon J (1969) High resolution frequency-wavenumber spectrum analysis. Proc IEEE 57:1408–1418CrossRef Capon J (1969) High resolution frequency-wavenumber spectrum analysis. Proc IEEE 57:1408–1418CrossRef
5.
go back to reference Wu S, Zhu Q, Xie Y (2013) Evaluation of various speckle reduction filters on medical ultrasound images. In: 35th Annual international conference of the IEEE engineering in Medicine and Biology Society, Osaka, pp 1148–1151 Wu S, Zhu Q, Xie Y (2013) Evaluation of various speckle reduction filters on medical ultrasound images. In: 35th Annual international conference of the IEEE engineering in Medicine and Biology Society, Osaka, pp 1148–1151
6.
go back to reference Tasnim T, Shuvo MMH, Hasan S (2017) Study of speckle noise reduction from ultrasound B-mode images using different filtering techniques. In: 4th international conference on advances in electrical engineering, Dhaka, pp 229–234 Tasnim T, Shuvo MMH, Hasan S (2017) Study of speckle noise reduction from ultrasound B-mode images using different filtering techniques. In: 4th international conference on advances in electrical engineering, Dhaka, pp 229–234
7.
go back to reference Zimbico AJ, Granado DW, Schneider FK et al (2017) Beam domain adaptive beamforming using generalized sidelobe canceller with coherence factor for medical ultrasound imaging. In: IEEE international ultrasonics symposium, Washington, DC, pp 1–4 Zimbico AJ, Granado DW, Schneider FK et al (2017) Beam domain adaptive beamforming using generalized sidelobe canceller with coherence factor for medical ultrasound imaging. In: IEEE international ultrasonics symposium, Washington, DC, pp 1–4
8.
go back to reference Neves LC, Zimbico AJ, Maia JM et al (2019) Adaptive beamformer with generalized sidelobe canceler for plane wave ultrasound image. In: XII symposium on biomedical engineering—IX symposium on instrumentation and medical images, Uberlândia, Brazil, pp 1–3 Neves LC, Zimbico AJ, Maia JM et al (2019) Adaptive beamformer with generalized sidelobe canceler for plane wave ultrasound image. In: XII symposium on biomedical engineering—IX symposium on instrumentation and medical images, Uberlândia, Brazil, pp 1–3
10.
go back to reference Aliabadi S, Wang J, Yu J (2016) Adaptive scaled wiener postfilter beamformer for ultrasound imaging. URSI Asia-Pacific radio science conference, Seoul, South Korea, pp 1449–1452 Aliabadi S, Wang J, Yu J (2016) Adaptive scaled wiener postfilter beamformer for ultrasound imaging. URSI Asia-Pacific radio science conference, Seoul, South Korea, pp 1449–1452
12.
go back to reference Jensen JA (1996) Field: a program for simulating ultrasound systems. Med Biol Eng Comput 34:351–353 Jensen JA (1996) Field: a program for simulating ultrasound systems. Med Biol Eng Comput 34:351–353
14.
go back to reference Liebgott H, Rodriguez-Molares A, Cervenansky F et al (2016) Plane-wave imaging challenge in medical ultrasound. IEEE international ultrasonic symposium, Tours, France, pp 1–4 Liebgott H, Rodriguez-Molares A, Cervenansky F et al (2016) Plane-wave imaging challenge in medical ultrasound. IEEE international ultrasonic symposium, Tours, France, pp 1–4
15.
go back to reference Applebaum S, Chapman D (1976) Adaptive arrays with main beam constraints. IEEE Trans Antennas Propag 24:650–662CrossRef Applebaum S, Chapman D (1976) Adaptive arrays with main beam constraints. IEEE Trans Antennas Propag 24:650–662CrossRef
17.
go back to reference Sivakumar R, Gayathri M K, Nedumaran D (2010) Speckle filtering of ultrasound B-scan images—a comparative study between spatial and diffusion filters. In: IEEE conference on open systems, Kuala Lumpur, Malaysia, pp 80–85 Sivakumar R, Gayathri M K, Nedumaran D (2010) Speckle filtering of ultrasound B-scan images—a comparative study between spatial and diffusion filters. In: IEEE conference on open systems, Kuala Lumpur, Malaysia, pp 80–85
Metadata
Title
Eigenspace Beamformer Combined with Generalized Sidelobe Canceler and Filters for Generating Plane Wave Ultrasound Images
Authors
L. C. Neves
J. M. Maia
A. J. Zimbico
D. F. Gomes
A. A. Assef
E. T. Costa
Copyright Year
2022
DOI
https://doi.org/10.1007/978-3-030-70601-2_246