An improved analytical reconstruction for gated cardiac SPECT based on intra-frame similarity

Yi Fan; Hongbing Lu; Chongyang Hao; Zhengrong Liang

doi:10.1109/ICIEA.2007.4318416

An improved analytical reconstruction for gated cardiac SPECT based on intra-frame similarity

Yi Fan
, Hongbing Lu
, Chongyang Hao
, Zhengrong Liang

Radiology

Northwestern Polytechnical University Xian
Air Force Medical University

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

Abstract

In a method we proposed before, Karhune-Loève (KL) transform was used to de-correlate the inter-frame correlation before they are reconstructed. The drawback of this method is that the covariance matrix is estimated based on the assumption that all pixels along the time direction obey the similar time function, while it is not always comply with the situation. In this paper, we propose a potential refinement method for spatio-temporal reconstruction for gated cardiac SPECT. The gated cardiac SPECT frames are grouped into several groups according to their intra-frame similarity. Then the different KL transform strategies are applied to these groups. Experimental computer simulation results show that the approach may obtain better performance than the previous one.

Original language	English
Title of host publication	ICIEA 2007
Subtitle of host publication	2007 Second IEEE Conference on Industrial Electronics and Applications
Pages	283-287
Number of pages	5
DOIs	https://doi.org/10.1109/ICIEA.2007.4318416
State	Published - 2007
Event	2007 2nd IEEE Conference on Industrial Electronics and Applications, ICIEA 2007 - Harbin, China Duration: May 23 2007 → May 25 2007

Publication series

Name	ICIEA 2007: 2007 Second IEEE Conference on Industrial Electronics and Applications

Conference

Conference	2007 2nd IEEE Conference on Industrial Electronics and Applications, ICIEA 2007
Country/Territory	China
City	Harbin
Period	05/23/07 → 05/25/07

Access to Document

10.1109/ICIEA.2007.4318416

Cite this

Fan, Y., Lu, H., Hao, C., & Liang, Z. (2007). An improved analytical reconstruction for gated cardiac SPECT based on intra-frame similarity. In ICIEA 2007: 2007 Second IEEE Conference on Industrial Electronics and Applications (pp. 283-287). Article 4318416 (ICIEA 2007: 2007 Second IEEE Conference on Industrial Electronics and Applications). https://doi.org/10.1109/ICIEA.2007.4318416

@inproceedings{c58816349aa24613bbd6000ac72a5bce,

title = "An improved analytical reconstruction for gated cardiac SPECT based on intra-frame similarity",

abstract = "In a method we proposed before, Karhune-Lo{\`e}ve (KL) transform was used to de-correlate the inter-frame correlation before they are reconstructed. The drawback of this method is that the covariance matrix is estimated based on the assumption that all pixels along the time direction obey the similar time function, while it is not always comply with the situation. In this paper, we propose a potential refinement method for spatio-temporal reconstruction for gated cardiac SPECT. The gated cardiac SPECT frames are grouped into several groups according to their intra-frame similarity. Then the different KL transform strategies are applied to these groups. Experimental computer simulation results show that the approach may obtain better performance than the previous one.",

author = "Yi Fan and Hongbing Lu and Chongyang Hao and Zhengrong Liang",

year = "2007",

doi = "10.1109/ICIEA.2007.4318416",

language = "English",

isbn = "1424407370",

series = "ICIEA 2007: 2007 Second IEEE Conference on Industrial Electronics and Applications",

pages = "283--287",

booktitle = "ICIEA 2007",

note = "2007 2nd IEEE Conference on Industrial Electronics and Applications, ICIEA 2007 ; Conference date: 23-05-2007 Through 25-05-2007",

}

Fan, Y, Lu, H, Hao, C & Liang, Z 2007, An improved analytical reconstruction for gated cardiac SPECT based on intra-frame similarity. in ICIEA 2007: 2007 Second IEEE Conference on Industrial Electronics and Applications., 4318416, ICIEA 2007: 2007 Second IEEE Conference on Industrial Electronics and Applications, pp. 283-287, 2007 2nd IEEE Conference on Industrial Electronics and Applications, ICIEA 2007, Harbin, China, 05/23/07. https://doi.org/10.1109/ICIEA.2007.4318416

An improved analytical reconstruction for gated cardiac SPECT based on intra-frame similarity. / Fan, Yi; Lu, Hongbing; Hao, Chongyang et al.
ICIEA 2007: 2007 Second IEEE Conference on Industrial Electronics and Applications. 2007. p. 283-287 4318416 (ICIEA 2007: 2007 Second IEEE Conference on Industrial Electronics and Applications).

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

TY - GEN

T1 - An improved analytical reconstruction for gated cardiac SPECT based on intra-frame similarity

AU - Fan, Yi

AU - Lu, Hongbing

AU - Hao, Chongyang

AU - Liang, Zhengrong

PY - 2007

Y1 - 2007

N2 - In a method we proposed before, Karhune-Loève (KL) transform was used to de-correlate the inter-frame correlation before they are reconstructed. The drawback of this method is that the covariance matrix is estimated based on the assumption that all pixels along the time direction obey the similar time function, while it is not always comply with the situation. In this paper, we propose a potential refinement method for spatio-temporal reconstruction for gated cardiac SPECT. The gated cardiac SPECT frames are grouped into several groups according to their intra-frame similarity. Then the different KL transform strategies are applied to these groups. Experimental computer simulation results show that the approach may obtain better performance than the previous one.

AB - In a method we proposed before, Karhune-Loève (KL) transform was used to de-correlate the inter-frame correlation before they are reconstructed. The drawback of this method is that the covariance matrix is estimated based on the assumption that all pixels along the time direction obey the similar time function, while it is not always comply with the situation. In this paper, we propose a potential refinement method for spatio-temporal reconstruction for gated cardiac SPECT. The gated cardiac SPECT frames are grouped into several groups according to their intra-frame similarity. Then the different KL transform strategies are applied to these groups. Experimental computer simulation results show that the approach may obtain better performance than the previous one.

UR - https://www.scopus.com/pages/publications/35248853907

U2 - 10.1109/ICIEA.2007.4318416

DO - 10.1109/ICIEA.2007.4318416

M3 - Conference contribution

AN - SCOPUS:35248853907

SN - 1424407370

SN - 9781424407378

T3 - ICIEA 2007: 2007 Second IEEE Conference on Industrial Electronics and Applications

SP - 283

EP - 287

BT - ICIEA 2007

T2 - 2007 2nd IEEE Conference on Industrial Electronics and Applications, ICIEA 2007

Y2 - 23 May 2007 through 25 May 2007

ER -

An improved analytical reconstruction for gated cardiac SPECT based on intra-frame similarity

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