A Microwave Imaging Method Based on Improved Contrast Source Inversion for Brain Stroke Detection

Ruoxuan Wang; Zekun Zhang; Heng Liu; Xinguang Yu; Rui Zong; Binhua Wang; Xianchao Zhang

doi:10.1109/CISP-BMEI56279.2022.9979835

A Microwave Imaging Method Based on Improved Contrast Source Inversion for Brain Stroke Detection

Ruoxuan Wang, Zekun Zhang, Heng Liu^*, Xinguang Yu^*, Rui Zong, Binhua Wang, Xianchao Zhang^*

^*此作品的通讯作者

信息与电子学院

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

1 引用（Scopus）

摘要

This paper presents a method for rapid microwave imaging to detect brain stroke. Based on contrast source inversion (CSI) method, the algorithm uses fast conjugate gradient (FCG) method to replace the Polak- Ribiere (PR) conjugate gradient method to optimize the objective function, which further improve the speed and accuracy of brain imaging. Simulations and experiments show that this imaging algorithm can effectively locate blood clots in human brain with high localization accuracy.

源语言	英语
主期刊名	Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022
编辑	Xin Chen, Lin Cao, Qingli Li, Yan Wang, Lipo Wang
出版商	Institute of Electrical and Electronics Engineers Inc.
ISBN（电子版）	9781665488877
DOI	https://doi.org/10.1109/CISP-BMEI56279.2022.9979835
出版状态	已出版 - 2022
活动	15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022 - Beijing, 中国期限: 5 11月 2022 → 7 11月 2022

出版系列

姓名	Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022

会议

会议	15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022
国家/地区	中国
市	Beijing
时期	5/11/22 → 7/11/22

访问文件

10.1109/CISP-BMEI56279.2022.9979835

其它文件与链接

链接到 Scopus 的出版物

引用此

Wang, R., Zhang, Z., Liu, H., Yu, X., Zong, R., Wang, B., & Zhang, X. (2022). A Microwave Imaging Method Based on Improved Contrast Source Inversion for Brain Stroke Detection. 在 X. Chen, L. Cao, Q. Li, Y. Wang, & L. Wang (编辑), Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022 (Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CISP-BMEI56279.2022.9979835

Wang, Ruoxuan ; Zhang, Zekun ; Liu, Heng 等. / A Microwave Imaging Method Based on Improved Contrast Source Inversion for Brain Stroke Detection. Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022. 编辑 / Xin Chen ; Lin Cao ; Qingli Li ; Yan Wang ; Lipo Wang. Institute of Electrical and Electronics Engineers Inc., 2022. (Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022).

@inproceedings{ddfb7302a4714334bf21372e1058365d,

title = "A Microwave Imaging Method Based on Improved Contrast Source Inversion for Brain Stroke Detection",

abstract = "This paper presents a method for rapid microwave imaging to detect brain stroke. Based on contrast source inversion (CSI) method, the algorithm uses fast conjugate gradient (FCG) method to replace the Polak- Ribiere (PR) conjugate gradient method to optimize the objective function, which further improve the speed and accuracy of brain imaging. Simulations and experiments show that this imaging algorithm can effectively locate blood clots in human brain with high localization accuracy.",

keywords = "brain stroke, contrast source inversion method, microwave imaging",

author = "Ruoxuan Wang and Zekun Zhang and Heng Liu and Xinguang Yu and Rui Zong and Binhua Wang and Xianchao Zhang",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022 ; Conference date: 05-11-2022 Through 07-11-2022",

year = "2022",

doi = "10.1109/CISP-BMEI56279.2022.9979835",

language = "English",

series = "Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Xin Chen and Lin Cao and Qingli Li and Yan Wang and Lipo Wang",

booktitle = "Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022",

address = "United States",

}

Wang, R, Zhang, Z, Liu, H, Yu, X, Zong, R, Wang, B & Zhang, X 2022, A Microwave Imaging Method Based on Improved Contrast Source Inversion for Brain Stroke Detection. 在 X Chen, L Cao, Q Li, Y Wang & L Wang (编辑), Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022. Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022, Institute of Electrical and Electronics Engineers Inc., 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022, Beijing, 中国, 5/11/22. https://doi.org/10.1109/CISP-BMEI56279.2022.9979835

A Microwave Imaging Method Based on Improved Contrast Source Inversion for Brain Stroke Detection. / Wang, Ruoxuan; Zhang, Zekun; Liu, Heng 等.
Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022. 编辑 / Xin Chen; Lin Cao; Qingli Li; Yan Wang; Lipo Wang. Institute of Electrical and Electronics Engineers Inc., 2022. (Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - A Microwave Imaging Method Based on Improved Contrast Source Inversion for Brain Stroke Detection

AU - Wang, Ruoxuan

AU - Zhang, Zekun

AU - Liu, Heng

AU - Yu, Xinguang

AU - Zong, Rui

AU - Wang, Binhua

AU - Zhang, Xianchao

PY - 2022

Y1 - 2022

N2 - This paper presents a method for rapid microwave imaging to detect brain stroke. Based on contrast source inversion (CSI) method, the algorithm uses fast conjugate gradient (FCG) method to replace the Polak- Ribiere (PR) conjugate gradient method to optimize the objective function, which further improve the speed and accuracy of brain imaging. Simulations and experiments show that this imaging algorithm can effectively locate blood clots in human brain with high localization accuracy.

AB - This paper presents a method for rapid microwave imaging to detect brain stroke. Based on contrast source inversion (CSI) method, the algorithm uses fast conjugate gradient (FCG) method to replace the Polak- Ribiere (PR) conjugate gradient method to optimize the objective function, which further improve the speed and accuracy of brain imaging. Simulations and experiments show that this imaging algorithm can effectively locate blood clots in human brain with high localization accuracy.

KW - brain stroke

KW - contrast source inversion method

KW - microwave imaging

UR - http://www.scopus.com/inward/record.url?scp=85146247035&partnerID=8YFLogxK

U2 - 10.1109/CISP-BMEI56279.2022.9979835

DO - 10.1109/CISP-BMEI56279.2022.9979835

M3 - Conference contribution

AN - SCOPUS:85146247035

T3 - Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022

BT - Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022

A2 - Chen, Xin

A2 - Cao, Lin

A2 - Li, Qingli

A2 - Wang, Yan

A2 - Wang, Lipo

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022

Y2 - 5 November 2022 through 7 November 2022

ER -

Wang R, Zhang Z, Liu H, Yu X, Zong R, Wang B 等. A Microwave Imaging Method Based on Improved Contrast Source Inversion for Brain Stroke Detection. 在 Chen X, Cao L, Li Q, Wang Y, Wang L, 编辑, Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022. Institute of Electrical and Electronics Engineers Inc. 2022. (Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022). doi: 10.1109/CISP-BMEI56279.2022.9979835

A Microwave Imaging Method Based on Improved Contrast Source Inversion for Brain Stroke Detection

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