• DocumentCode
    3258213
  • Title

    Acceleration of projected SIRT algorithm for EMT image reconstruction

  • Author

    Hao, Jianna ; Yin, Wuliang ; Zhao, Qian ; Kai, Xu ; Chen, Guang

  • Author_Institution
    Sch. of Electr. Eng. & Autom., Tianjin Univ., Tianjin, China
  • fYear
    2012
  • fDate
    16-17 July 2012
  • Firstpage
    544
  • Lastpage
    547
  • Abstract
    For Electromagnetic Tomography (EMT) Techniques, image reconstruction is one of the crucial steps, which directly affects the quality of reconstruction and real-time performance of the EMT system. Following analyzing a prior iteration method for SIRT (simultaneous iterative reconstruction technique) algorithm, a preconditioning for the projected SIRT is proposed to accelerate the image reconstruction speed and alleviate the ill-posed nature of the EMT inverse problem. Experimental tests confirm that the quality of the reconstructed images using the preconditioning algorithm is enhanced with only a small number of iterations required.
  • Keywords
    electromagnetic devices; image reconstruction; inverse problems; iterative methods; tomography; EMT; electromagnetic tomography; ill posed nature; image quality; image reconstruction; inverse problem; iteration method; preconditioning algorithm; projected SIRT algorithm; simultaneous iterative reconstruction technique; Algorithm design and analysis; Electromagnetics; Image reconstruction; Iterative methods; Mathematical model; Tomography; Vectors; Electromagnetic Tomography; image reconstruction; preconditioning; projected SIRT;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Imaging Systems and Techniques (IST), 2012 IEEE International Conference on
  • Conference_Location
    Manchester
  • Print_ISBN
    978-1-4577-1776-5
  • Type

    conf

  • DOI
    10.1109/IST.2012.6295503
  • Filename
    6295503