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^*

^*Corresponding author for this work

School of Information and Electronics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

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.

Original language	English
Title of host publication	Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022
Editors	Xin Chen, Lin Cao, Qingli Li, Yan Wang, Lipo Wang
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665488877
DOIs	https://doi.org/10.1109/CISP-BMEI56279.2022.9979835
Publication status	Published - 2022
Event	15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022 - Beijing, China Duration: 5 Nov 2022 → 7 Nov 2022

Publication series

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

Conference

Conference	15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022
Country/Territory	China
City	Beijing
Period	5/11/22 → 7/11/22

Keywords

brain stroke
contrast source inversion method
microwave imaging

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10.1109/CISP-BMEI56279.2022.9979835

Cite this

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. In X. Chen, L. Cao, Q. Li, Y. Wang, & L. Wang (Eds.), 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 et al. / 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. editor / 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. in X Chen, L Cao, Q Li, Y Wang & L Wang (eds), 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, China, 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 et al.
Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022. ed. / 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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 et al. A Microwave Imaging Method Based on Improved Contrast Source Inversion for Brain Stroke Detection. In Chen X, Cao L, Li Q, Wang Y, Wang L, editors, 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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