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

*此作品的通信作者

    研究成果: Conference contribution同行評審

    7 引文 斯高帕斯(Scopus)

    摘要

    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.

    原文English
    主出版物標題2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009
    頁面88-91
    頁數4
    DOIs
    出版狀態Published - 23 7月 2009
    事件2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009 - Bethesda, MD, 美國
    持續時間: 9 4月 200910 4月 2009

    出版系列

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

    Conference

    Conference2009 IEEE/NIH Life Science Systems and Applications Workshop, LiSSA 2009
    國家/地區美國
    城市Bethesda, MD
    期間9/04/0910/04/09

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