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

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

2 Scopus citations

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.

Original language	English
Title of host publication	IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781479986330
DOIs	https://doi.org/10.1109/IST.2015.7294467
State	Published - 7 Oct 2015
Externally published	Yes
Event	12th IEEE International Conference on Imaging Systems and Techniques, IST 2015 - Macau, China Duration: 16 Sep 2015 → 18 Sep 2015

Publication series

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

Conference

Conference	12th IEEE International Conference on Imaging Systems and Techniques, IST 2015
Country/Territory	China
City	Macau
Period	16/09/15 → 18/09/15

Keywords

electrical resistance tomography
extended sensitivity matrix
image reconstruction

Access to Document

10.1109/IST.2015.7294467

Cite this

Ye, J., Mao, M., Zhang, J., Wang, H., & Yang, W. (2015). Image reconstruction for electrical resistance tomography based on extended sensitivity matrix. In IST 2015 - 2015 IEEE International Conference on Imaging Systems and Techniques, Proceedings Article 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 et al. / 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. in 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, China, 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 et al.
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).

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

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. In 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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