Study on Phase Correction for USCT Echo Image by Sound-Speed Image With Different Resolutions and Noise Levels

Ultrasound computed tomography (USCT) is a promising technique for breast cancer detection. It provides three modalities: sound-speed-image (SSI), attenuation image, and echo image. In these modalities, the echo image is appropriate for the early detection of breast cancer, because it has high resol...

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Main Authors: Xiaolei Qu, Zisheng Yao, Wenbin Tian, Jiangtao Sun
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8805330/
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spelling doaj-76d7b6c7856c4bcdb2104a65c26422de2021-03-29T23:19:27ZengIEEEIEEE Access2169-35362019-01-01715065715066610.1109/ACCESS.2019.29362418805330Study on Phase Correction for USCT Echo Image by Sound-Speed Image With Different Resolutions and Noise LevelsXiaolei Qu0https://orcid.org/0000-0003-3147-9598Zisheng Yao1Wenbin Tian2https://orcid.org/0000-0002-0715-8658Jiangtao Sun3https://orcid.org/0000-0003-2288-1980School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, ChinaSchool of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, ChinaSchool of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, ChinaSchool of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, ChinaUltrasound computed tomography (USCT) is a promising technique for breast cancer detection. It provides three modalities: sound-speed-image (SSI), attenuation image, and echo image. In these modalities, the echo image is appropriate for the early detection of breast cancer, because it has high resolution. However, echo image reconstruction generally employs an assumed (pre-determined) sound speed to calculate the arrival time of echo signal, the mismatch between the assumed and real sound speeds results in phase aberration of echo signal, and the phase aberration further leads to a decline in image resolution and contrast. To correct the phase aberration, SSI can be used to provide sound speed information instead of the assumed speed, but the resolution of and noise level in SSI may affect the correction performance and echo image quality. In this article, we explored the effect of SSI resolution and the noise level on the resolution and contrast of echo image. First, USCT raw data was obtained by both numerical and experiment studies. Second, echo images were reconstructed by synthetic aperture (SA) technique, and their phase aberration was corrected by multi-stencils fast marching (MSFM) using SSIs with different resolutions and noise levels. Finally, the resolution and contrast of echo images were quantitatively evaluated. Both numerical simulation and phantom experiment demonstrated that the quality of echo images deteriorates as the SSI resolution decreases and the noise level increases.https://ieeexplore.ieee.org/document/8805330/Echo imagephase aberration correctionsound speed imageultrasound computed tomography
collection DOAJ
language English
format Article
sources DOAJ
author Xiaolei Qu
Zisheng Yao
Wenbin Tian
Jiangtao Sun
spellingShingle Xiaolei Qu
Zisheng Yao
Wenbin Tian
Jiangtao Sun
Study on Phase Correction for USCT Echo Image by Sound-Speed Image With Different Resolutions and Noise Levels
IEEE Access
Echo image
phase aberration correction
sound speed image
ultrasound computed tomography
author_facet Xiaolei Qu
Zisheng Yao
Wenbin Tian
Jiangtao Sun
author_sort Xiaolei Qu
title Study on Phase Correction for USCT Echo Image by Sound-Speed Image With Different Resolutions and Noise Levels
title_short Study on Phase Correction for USCT Echo Image by Sound-Speed Image With Different Resolutions and Noise Levels
title_full Study on Phase Correction for USCT Echo Image by Sound-Speed Image With Different Resolutions and Noise Levels
title_fullStr Study on Phase Correction for USCT Echo Image by Sound-Speed Image With Different Resolutions and Noise Levels
title_full_unstemmed Study on Phase Correction for USCT Echo Image by Sound-Speed Image With Different Resolutions and Noise Levels
title_sort study on phase correction for usct echo image by sound-speed image with different resolutions and noise levels
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Ultrasound computed tomography (USCT) is a promising technique for breast cancer detection. It provides three modalities: sound-speed-image (SSI), attenuation image, and echo image. In these modalities, the echo image is appropriate for the early detection of breast cancer, because it has high resolution. However, echo image reconstruction generally employs an assumed (pre-determined) sound speed to calculate the arrival time of echo signal, the mismatch between the assumed and real sound speeds results in phase aberration of echo signal, and the phase aberration further leads to a decline in image resolution and contrast. To correct the phase aberration, SSI can be used to provide sound speed information instead of the assumed speed, but the resolution of and noise level in SSI may affect the correction performance and echo image quality. In this article, we explored the effect of SSI resolution and the noise level on the resolution and contrast of echo image. First, USCT raw data was obtained by both numerical and experiment studies. Second, echo images were reconstructed by synthetic aperture (SA) technique, and their phase aberration was corrected by multi-stencils fast marching (MSFM) using SSIs with different resolutions and noise levels. Finally, the resolution and contrast of echo images were quantitatively evaluated. Both numerical simulation and phantom experiment demonstrated that the quality of echo images deteriorates as the SSI resolution decreases and the noise level increases.
topic Echo image
phase aberration correction
sound speed image
ultrasound computed tomography
url https://ieeexplore.ieee.org/document/8805330/
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AT zishengyao studyonphasecorrectionforusctechoimagebysoundspeedimagewithdifferentresolutionsandnoiselevels
AT wenbintian studyonphasecorrectionforusctechoimagebysoundspeedimagewithdifferentresolutionsandnoiselevels
AT jiangtaosun studyonphasecorrectionforusctechoimagebysoundspeedimagewithdifferentresolutionsandnoiselevels
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