On-line iterative image reconstruction for ECT

S. Liu; L. Fu; W. Yang; H. Wang; F. Jiang

On-line iterative image reconstruction for ECT

S. Liu, L. Fu, W. Yang, H. Wang, F. Jiang

EEE - Academic & Research

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

Abstract

This paper describes a new iterative scheme for ECT, which can reconstruct images of the same quality as the Landweber iteration, while maintaining the same image reconstruction speed as the LBP method. An optimised step length function has been incorporated into the new scheme, so that the step length is dynamically adjusted in each step. With an optimised step length, the number of iterations can be reduced and divergence prevented. The scheme has been evaluated by experiment and good results were obtained. © 2003 International Society for Industrial Process Tomography.

Original language	English
Title of host publication	3rd World Congress on Industrial Process Tomography
Publisher	International Society for Industrial Process Tomography
Pages	403-408
Number of pages	6
ISBN (Print)	9780853163190
Publication status	Published - 2003
Event	3rd World Congress on Industrial Process Tomography - Banff, Canada Duration: 2 Sept 2003 → 5 Sept 2003

Conference

Conference	3rd World Congress on Industrial Process Tomography
City	Banff, Canada
Period	2/09/03 → 5/09/03

Keywords

ECT
Image reconstruction
Iterative algorithm
Optimisation

Cite this

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title = "On-line iterative image reconstruction for ECT",

abstract = "This paper describes a new iterative scheme for ECT, which can reconstruct images of the same quality as the Landweber iteration, while maintaining the same image reconstruction speed as the LBP method. An optimised step length function has been incorporated into the new scheme, so that the step length is dynamically adjusted in each step. With an optimised step length, the number of iterations can be reduced and divergence prevented. The scheme has been evaluated by experiment and good results were obtained. {\textcopyright} 2003 International Society for Industrial Process Tomography. ",

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year = "2003",

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booktitle = "3rd World Congress on Industrial Process Tomography",

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note = "3rd World Congress on Industrial Process Tomography ; Conference date: 02-09-2003 Through 05-09-2003",

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TY - GEN

T1 - On-line iterative image reconstruction for ECT

AU - Liu, S.

AU - Fu, L.

AU - Yang, W.

AU - Wang, H.

AU - Jiang, F.

PY - 2003

Y1 - 2003

N2 - This paper describes a new iterative scheme for ECT, which can reconstruct images of the same quality as the Landweber iteration, while maintaining the same image reconstruction speed as the LBP method. An optimised step length function has been incorporated into the new scheme, so that the step length is dynamically adjusted in each step. With an optimised step length, the number of iterations can be reduced and divergence prevented. The scheme has been evaluated by experiment and good results were obtained. © 2003 International Society for Industrial Process Tomography.

AB - This paper describes a new iterative scheme for ECT, which can reconstruct images of the same quality as the Landweber iteration, while maintaining the same image reconstruction speed as the LBP method. An optimised step length function has been incorporated into the new scheme, so that the step length is dynamically adjusted in each step. With an optimised step length, the number of iterations can be reduced and divergence prevented. The scheme has been evaluated by experiment and good results were obtained. © 2003 International Society for Industrial Process Tomography.

KW - ECT

KW - Image reconstruction

KW - Iterative algorithm

KW - Optimisation

UR - http://www.scopus.com/inward/record.url?eid=2-s2.0-84910113695&partnerID=MN8TOARS

M3 - Conference contribution

SN - 9780853163190

SP - 403

EP - 408

BT - 3rd World Congress on Industrial Process Tomography

PB - International Society for Industrial Process Tomography

T2 - 3rd World Congress on Industrial Process Tomography

Y2 - 2 September 2003 through 5 September 2003

ER -

On-line iterative image reconstruction for ECT

Abstract

Conference

Keywords

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