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Eigenspace generalized sidelobe canceller combined with SNR dependent coherence factor for plane wave imaging

BACKGROUND: The eigenspace generalized sidelobe canceller (EGSC) beamformer combined with a signal-to-noise ratio (SNR) dependent coherence factor (CF) is suggested for coherent plane wave compounding (PW) imaging. Conventional CF based methods such as generalized CF and subarray CF can improve the...

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Autores principales: Zimbico, Aácio José, Granado, Diogo Watchel, Schneider, Fabio Kurt, Maia, Joaquim Miguel, Assef, Amauri Amorin, Schiefler, Nivaldo, Costa, Eduardo Tavares
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6090655/
https://www.ncbi.nlm.nih.gov/pubmed/30103746
http://dx.doi.org/10.1186/s12938-018-0541-1
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author Zimbico, Aácio José
Granado, Diogo Watchel
Schneider, Fabio Kurt
Maia, Joaquim Miguel
Assef, Amauri Amorin
Schiefler, Nivaldo
Costa, Eduardo Tavares
author_facet Zimbico, Aácio José
Granado, Diogo Watchel
Schneider, Fabio Kurt
Maia, Joaquim Miguel
Assef, Amauri Amorin
Schiefler, Nivaldo
Costa, Eduardo Tavares
author_sort Zimbico, Aácio José
collection PubMed
description BACKGROUND: The eigenspace generalized sidelobe canceller (EGSC) beamformer combined with a signal-to-noise ratio (SNR) dependent coherence factor (CF) is suggested for coherent plane wave compounding (PW) imaging. Conventional CF based methods such as generalized CF and subarray CF can improve the image quality, however, they are not suitable for low SNR. On the other hand, the EGSC CF based approach can introduce improvements in image quality, however, in PW imaging is susceptible to suffer from degradation due to low SNR which leads to a poor image quality. To overcome this limitation, the SNR dependent CF method is suggested for application in such situations due to its ability to control the SNR levels. METHODS: The Field II and the Verasonics ultrasound imaging system with a L11-4v array transducer with a contrast resolution phantom were used to capture the plane wave sequences of simulation and experimental data, respectively. The performance evaluation using full width at half maximum (FWHM), contrast (CR and CNR) and the speckle statistics by using the signal to noise ratio (SNR) complemented by the Rayleigh distribution analysis was performed. In order to evaluate the performance of the [Formula: see text] (the SNR CF) beamformer, the comparison is done with particular importance to other CF-based approaches such as [Formula: see text] (the generalized CF) and, [Formula: see text] (the subarray CF) respectively. RESULTS: Taking DAS as reference, [Formula: see text] showed 30.3 and 39.5% of improvement for [Formula: see text] and [Formula: see text] , respectively, when using experimental data. The proposed method also slightly outperforms the [Formula: see text] and [Formula: see text] methods for [Formula: see text] , [Formula: see text] , and speckle statistics assessment. CONCLUSION: The [Formula: see text] is, therefore, suitable for CPWC by improving the spatial resolution and contrast while preserving the speckle pattern.
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spelling pubmed-60906552018-08-17 Eigenspace generalized sidelobe canceller combined with SNR dependent coherence factor for plane wave imaging Zimbico, Aácio José Granado, Diogo Watchel Schneider, Fabio Kurt Maia, Joaquim Miguel Assef, Amauri Amorin Schiefler, Nivaldo Costa, Eduardo Tavares Biomed Eng Online Research BACKGROUND: The eigenspace generalized sidelobe canceller (EGSC) beamformer combined with a signal-to-noise ratio (SNR) dependent coherence factor (CF) is suggested for coherent plane wave compounding (PW) imaging. Conventional CF based methods such as generalized CF and subarray CF can improve the image quality, however, they are not suitable for low SNR. On the other hand, the EGSC CF based approach can introduce improvements in image quality, however, in PW imaging is susceptible to suffer from degradation due to low SNR which leads to a poor image quality. To overcome this limitation, the SNR dependent CF method is suggested for application in such situations due to its ability to control the SNR levels. METHODS: The Field II and the Verasonics ultrasound imaging system with a L11-4v array transducer with a contrast resolution phantom were used to capture the plane wave sequences of simulation and experimental data, respectively. The performance evaluation using full width at half maximum (FWHM), contrast (CR and CNR) and the speckle statistics by using the signal to noise ratio (SNR) complemented by the Rayleigh distribution analysis was performed. In order to evaluate the performance of the [Formula: see text] (the SNR CF) beamformer, the comparison is done with particular importance to other CF-based approaches such as [Formula: see text] (the generalized CF) and, [Formula: see text] (the subarray CF) respectively. RESULTS: Taking DAS as reference, [Formula: see text] showed 30.3 and 39.5% of improvement for [Formula: see text] and [Formula: see text] , respectively, when using experimental data. The proposed method also slightly outperforms the [Formula: see text] and [Formula: see text] methods for [Formula: see text] , [Formula: see text] , and speckle statistics assessment. CONCLUSION: The [Formula: see text] is, therefore, suitable for CPWC by improving the spatial resolution and contrast while preserving the speckle pattern. BioMed Central 2018-08-13 /pmc/articles/PMC6090655/ /pubmed/30103746 http://dx.doi.org/10.1186/s12938-018-0541-1 Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Zimbico, Aácio José
Granado, Diogo Watchel
Schneider, Fabio Kurt
Maia, Joaquim Miguel
Assef, Amauri Amorin
Schiefler, Nivaldo
Costa, Eduardo Tavares
Eigenspace generalized sidelobe canceller combined with SNR dependent coherence factor for plane wave imaging
title Eigenspace generalized sidelobe canceller combined with SNR dependent coherence factor for plane wave imaging
title_full Eigenspace generalized sidelobe canceller combined with SNR dependent coherence factor for plane wave imaging
title_fullStr Eigenspace generalized sidelobe canceller combined with SNR dependent coherence factor for plane wave imaging
title_full_unstemmed Eigenspace generalized sidelobe canceller combined with SNR dependent coherence factor for plane wave imaging
title_short Eigenspace generalized sidelobe canceller combined with SNR dependent coherence factor for plane wave imaging
title_sort eigenspace generalized sidelobe canceller combined with snr dependent coherence factor for plane wave imaging
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6090655/
https://www.ncbi.nlm.nih.gov/pubmed/30103746
http://dx.doi.org/10.1186/s12938-018-0541-1
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