Image reconstruction for electrical resistance tomography based on extended sensitivity matrix

Jiamin Ye; Mingxu Mao; Jiaolong Zhang; Haigang Wang; Wuqiang Yang

doi:10.1109/IST.2015.7294467

Image reconstruction for electrical resistance tomography based on extended sensitivity matrix

Jiamin Ye
, Mingxu Mao
, Jiaolong Zhang
, Haigang Wang
, Wuqiang Yang

CAS - Institute of Engineering Thermophysics
University of Manchester

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

2 引用（Scopus）

摘要

Image reconstruction for electrical resistance tomography is an ill-posed and ill-conditioned problem. To enhance the image quality, a regularized method should be applied for the image reconstruction. However, most of the existing algorithms are based on a sensitivity matrix calculated according to each pixel. In this paper, a new extended sensitivity matrix is designed and used for image reconstruction. The extended sensitivity matrix is consisting of a lot of block bases of mixed sizes. An image reconstruction algorithm for electrical resistance tomography based on the extended sensitivity matrix and Landweber iteration is carried out. Simulation results show that the proposed method can provide a good image quality.

源语言	英语
主期刊名	IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings
出版商	Institute of Electrical and Electronics Engineers Inc.
ISBN（电子版）	9781479986330
DOI	https://doi.org/10.1109/IST.2015.7294467
出版状态	已出版 - 7 10月 2015
已对外发布	是
活动	12th IEEE International Conference on Imaging Systems and Techniques, IST 2015 - Macau, 中国期限: 16 9月 2015 → 18 9月 2015

出版系列

姓名	IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings

会议

会议	12th IEEE International Conference on Imaging Systems and Techniques, IST 2015
国家/地区	中国
市	Macau
时期	16/09/15 → 18/09/15

访问文件

10.1109/IST.2015.7294467

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链接到 Scopus 的出版物

引用此

Ye, J., Mao, M., Zhang, J., Wang, H., & Yang, W. (2015). Image reconstruction for electrical resistance tomography based on extended sensitivity matrix. 在 IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings 文章 7294467 (IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IST.2015.7294467

Ye, Jiamin ; Mao, Mingxu ; Zhang, Jiaolong 等. / Image reconstruction for electrical resistance tomography based on extended sensitivity matrix. IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. (IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings).

@inproceedings{490ffcacb61046b0b52513ce9557d80d,

title = "Image reconstruction for electrical resistance tomography based on extended sensitivity matrix",

abstract = "Image reconstruction for electrical resistance tomography is an ill-posed and ill-conditioned problem. To enhance the image quality, a regularized method should be applied for the image reconstruction. However, most of the existing algorithms are based on a sensitivity matrix calculated according to each pixel. In this paper, a new extended sensitivity matrix is designed and used for image reconstruction. The extended sensitivity matrix is consisting of a lot of block bases of mixed sizes. An image reconstruction algorithm for electrical resistance tomography based on the extended sensitivity matrix and Landweber iteration is carried out. Simulation results show that the proposed method can provide a good image quality.",

keywords = "electrical resistance tomography, extended sensitivity matrix, image reconstruction",

author = "Jiamin Ye and Mingxu Mao and Jiaolong Zhang and Haigang Wang and Wuqiang Yang",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 12th IEEE International Conference on Imaging Systems and Techniques, IST 2015 ; Conference date: 16-09-2015 Through 18-09-2015",

year = "2015",

month = oct,

day = "7",

doi = "10.1109/IST.2015.7294467",

language = "英语",

series = "IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings",

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

booktitle = "IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings",

address = "美国",

}

Ye, J, Mao, M, Zhang, J, Wang, H & Yang, W 2015, Image reconstruction for electrical resistance tomography based on extended sensitivity matrix. 在 IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings., 7294467, IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings, Institute of Electrical and Electronics Engineers Inc., 12th IEEE International Conference on Imaging Systems and Techniques, IST 2015, Macau, 中国, 16/09/15. https://doi.org/10.1109/IST.2015.7294467

Image reconstruction for electrical resistance tomography based on extended sensitivity matrix. / Ye, Jiamin; Mao, Mingxu; Zhang, Jiaolong 等.
IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. 7294467 (IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Image reconstruction for electrical resistance tomography based on extended sensitivity matrix

AU - Ye, Jiamin

AU - Mao, Mingxu

AU - Zhang, Jiaolong

AU - Wang, Haigang

AU - Yang, Wuqiang

PY - 2015/10/7

Y1 - 2015/10/7

N2 - Image reconstruction for electrical resistance tomography is an ill-posed and ill-conditioned problem. To enhance the image quality, a regularized method should be applied for the image reconstruction. However, most of the existing algorithms are based on a sensitivity matrix calculated according to each pixel. In this paper, a new extended sensitivity matrix is designed and used for image reconstruction. The extended sensitivity matrix is consisting of a lot of block bases of mixed sizes. An image reconstruction algorithm for electrical resistance tomography based on the extended sensitivity matrix and Landweber iteration is carried out. Simulation results show that the proposed method can provide a good image quality.

AB - Image reconstruction for electrical resistance tomography is an ill-posed and ill-conditioned problem. To enhance the image quality, a regularized method should be applied for the image reconstruction. However, most of the existing algorithms are based on a sensitivity matrix calculated according to each pixel. In this paper, a new extended sensitivity matrix is designed and used for image reconstruction. The extended sensitivity matrix is consisting of a lot of block bases of mixed sizes. An image reconstruction algorithm for electrical resistance tomography based on the extended sensitivity matrix and Landweber iteration is carried out. Simulation results show that the proposed method can provide a good image quality.

KW - electrical resistance tomography

KW - extended sensitivity matrix

KW - image reconstruction

UR - https://www.scopus.com/pages/publications/84962751907

U2 - 10.1109/IST.2015.7294467

DO - 10.1109/IST.2015.7294467

M3 - 会议稿件

AN - SCOPUS:84962751907

T3 - IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings

BT - IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 12th IEEE International Conference on Imaging Systems and Techniques, IST 2015

Y2 - 16 September 2015 through 18 September 2015

ER -

Ye J, Mao M, Zhang J, Wang H, Yang W. Image reconstruction for electrical resistance tomography based on extended sensitivity matrix. 在 IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2015. 7294467. (IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings). doi: 10.1109/IST.2015.7294467

Image reconstruction for electrical resistance tomography based on extended sensitivity matrix

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