A VLSI-inspired image reconstruction algorithm for continuous-wave diffuse optical tomography systems

Yuan Huang Hsu; Chih Chung Fu; Wai-Chi  Fang; Tzu-Hsien Sang

doi:10.1109/LISSA.2009.4906716

A VLSI-inspired image reconstruction algorithm for continuous-wave diffuse optical tomography systems

Yuan Huang Hsu^*, Chih Chung Fu, Wai-Chi Fang, Tzu-Hsien Sang

^*Corresponding author for this work

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

7 Scopus citations

Abstract

In recent years, there has been an increasing interest in diffuse optical tomography (DOT). The image accuracy and computational complexity are greatly affected by the reconstruction algorithm. This paper aims at providing an efficient reconstruction technique which can be implemented in VLSI for advanced portable devices. Various inhomogeneous absorption models are used in simulations of continuous-wave DOT systems. The accuracy and time consumption are calculated and compared for both frame and sub-frame modes. Mean square errors (MSE) are derived to quantify the accuracy of different modes. Decreasing the complexity of algorithm and enhancing the quality of image can be achieved by adjusting the truncated parameter and reconstructive mode. This study has shown that the sub-frame mode with truncated Jacobi Singular Value Decomposition (TJSVD) algorithm is the method with higher efficiency and better quality. It can also be implemented in VLSI for continuous-wave DOT.

Original language	English
Title of host publication	2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009
Pages	88-91
Number of pages	4
DOIs	https://doi.org/10.1109/LISSA.2009.4906716
State	Published - 23 Jul 2009
Event	2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009 - Bethesda, MD, United States Duration: 9 Apr 2009 → 10 Apr 2009

Publication series

Name	2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009

Conference

Conference	2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009
Country/Territory	United States
City	Bethesda, MD
Period	9/04/09 → 10/04/09

Access to Document

10.1109/LISSA.2009.4906716

Cite this

Hsu, Y. H., Fu, C. C., Fang, W-C., & Sang, T-H. (2009). A VLSI-inspired image reconstruction algorithm for continuous-wave diffuse optical tomography systems. In 2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009 (pp. 88-91). Article 4906716 (2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009). https://doi.org/10.1109/LISSA.2009.4906716

@inproceedings{bbb9e5ceb6c24e8a9bb003c1009f6abc,

title = "A VLSI-inspired image reconstruction algorithm for continuous-wave diffuse optical tomography systems",

abstract = "In recent years, there has been an increasing interest in diffuse optical tomography (DOT). The image accuracy and computational complexity are greatly affected by the reconstruction algorithm. This paper aims at providing an efficient reconstruction technique which can be implemented in VLSI for advanced portable devices. Various inhomogeneous absorption models are used in simulations of continuous-wave DOT systems. The accuracy and time consumption are calculated and compared for both frame and sub-frame modes. Mean square errors (MSE) are derived to quantify the accuracy of different modes. Decreasing the complexity of algorithm and enhancing the quality of image can be achieved by adjusting the truncated parameter and reconstructive mode. This study has shown that the sub-frame mode with truncated Jacobi Singular Value Decomposition (TJSVD) algorithm is the method with higher efficiency and better quality. It can also be implemented in VLSI for continuous-wave DOT.",

author = "Hsu, {Yuan Huang} and Fu, {Chih Chung} and Wai-Chi Fang and Tzu-Hsien Sang",

year = "2009",

month = jul,

day = "23",

doi = "10.1109/LISSA.2009.4906716",

language = "English",

isbn = "9781424442935",

series = "2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009",

pages = "88--91",

booktitle = "2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009",

note = "2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009 ; Conference date: 09-04-2009 Through 10-04-2009",

}

Hsu, YH, Fu, CC, Fang, W-C & Sang, T-H 2009, A VLSI-inspired image reconstruction algorithm for continuous-wave diffuse optical tomography systems. in 2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009., 4906716, 2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009, pp. 88-91, 2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009, Bethesda, MD, United States, 9/04/09. https://doi.org/10.1109/LISSA.2009.4906716

A VLSI-inspired image reconstruction algorithm for continuous-wave diffuse optical tomography systems. / Hsu, Yuan Huang; Fu, Chih Chung; Fang, Wai-Chi et al.
2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009. 2009. p. 88-91 4906716 (2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009).

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

TY - GEN

T1 - A VLSI-inspired image reconstruction algorithm for continuous-wave diffuse optical tomography systems

AU - Hsu, Yuan Huang

AU - Fu, Chih Chung

AU - Fang, Wai-Chi

AU - Sang, Tzu-Hsien

PY - 2009/7/23

Y1 - 2009/7/23

N2 - In recent years, there has been an increasing interest in diffuse optical tomography (DOT). The image accuracy and computational complexity are greatly affected by the reconstruction algorithm. This paper aims at providing an efficient reconstruction technique which can be implemented in VLSI for advanced portable devices. Various inhomogeneous absorption models are used in simulations of continuous-wave DOT systems. The accuracy and time consumption are calculated and compared for both frame and sub-frame modes. Mean square errors (MSE) are derived to quantify the accuracy of different modes. Decreasing the complexity of algorithm and enhancing the quality of image can be achieved by adjusting the truncated parameter and reconstructive mode. This study has shown that the sub-frame mode with truncated Jacobi Singular Value Decomposition (TJSVD) algorithm is the method with higher efficiency and better quality. It can also be implemented in VLSI for continuous-wave DOT.

AB - In recent years, there has been an increasing interest in diffuse optical tomography (DOT). The image accuracy and computational complexity are greatly affected by the reconstruction algorithm. This paper aims at providing an efficient reconstruction technique which can be implemented in VLSI for advanced portable devices. Various inhomogeneous absorption models are used in simulations of continuous-wave DOT systems. The accuracy and time consumption are calculated and compared for both frame and sub-frame modes. Mean square errors (MSE) are derived to quantify the accuracy of different modes. Decreasing the complexity of algorithm and enhancing the quality of image can be achieved by adjusting the truncated parameter and reconstructive mode. This study has shown that the sub-frame mode with truncated Jacobi Singular Value Decomposition (TJSVD) algorithm is the method with higher efficiency and better quality. It can also be implemented in VLSI for continuous-wave DOT.

UR - http://www.scopus.com/inward/record.url?scp=67650674336&partnerID=8YFLogxK

U2 - 10.1109/LISSA.2009.4906716

DO - 10.1109/LISSA.2009.4906716

M3 - Conference contribution

AN - SCOPUS:67650674336

SN - 9781424442935

T3 - 2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009

SP - 88

EP - 91

BT - 2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009

T2 - 2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009

Y2 - 9 April 2009 through 10 April 2009

ER -

A VLSI-inspired image reconstruction algorithm for continuous-wave diffuse optical tomography systems

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

Cite this