• DocumentCode
    2681205
  • Title

    An Improved Reconstruction Method of MIT Based on One-Step NOSER

  • Author

    Du, Qiang ; Bai, Baodong ; Pang, Peipei ; Ke, Li

  • Author_Institution
    Inst. of Biomed. & Electromagn. Eng., Shenyang Univ. of Technol., Shenyang, China
  • fYear
    2012
  • fDate
    28-30 May 2012
  • Firstpage
    723
  • Lastpage
    726
  • Abstract
    Magnetic induction tomography (MIT) is a new biologic tomography technology with the feature of harmless, non-invasive and convenience. The resolution and speed of image reconstruction algorithm is critical for improving the performance of MIT system and its application. Newton-One-Step Error Reconstruct or (NOSER) is a common reconstruction algorithm in MIT, but the slight variations of original data will impact the reconstructed images because of Hessian matrix which is ill-posed in the process of NOSER. In this paper, the NOSER was improved by eigen value threshold(ET) which was used to modify Hessian matrix. Compared with NOSER and Tikhonov regularization, the algorithm might improve the image resolution and anti-noise characteristic. Because the algorithm has no iterative procedure, it also was able to enhance imaging speed. The reconstruction results of varied imaging models demonstrate that the algorithm could potentially improve the performance of the MIT system and promote the application of the technology.
  • Keywords
    Hessian matrices; eigenvalues and eigenfunctions; image reconstruction; image resolution; medical image processing; tomography; ET; Hessian matrix; MIT; NOSER; Newton-one-step error reconstruct; biologic tomography technology; eigenvalue threshold; image reconstruction; image resolution; improved reconstruction method; magnetic induction tomography; Conductivity; Image reconstruction; Jacobian matrices; Magnetic resonance imaging; Reconstruction algorithms; Hessian matrix; eigenvalue threshold; magnetic induction tomography (MIT); reconstruction algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Biotechnology (iCBEB), 2012 International Conference on
  • Conference_Location
    Macau, Macao
  • Print_ISBN
    978-1-4577-1987-5
  • Type

    conf

  • DOI
    10.1109/iCBEB.2012.60
  • Filename
    6245221