• DocumentCode
    1508481
  • Title

    An algorithm using projection onto subspace of prior distributions for long-wavelength sound wave CT

  • Author

    Dong, Juzhong ; Horita, Yuukou ; Murai, Tadakuni

  • Author_Institution
    Dept. of Electron. & Electron. Eng., Toyama Univ., Japan
  • Volume
    20
  • Issue
    7
  • fYear
    2001
  • fDate
    7/1/2001 12:00:00 AM
  • Firstpage
    583
  • Lastpage
    594
  • Abstract
    The stationary long-wavelength sound wave computed tomography is a nonlinear inverse problem that requires the use of prior information of the object. However, the prior assumptions that are usually used in similar inverse problems are more or less inappropriate. Here, a new reconstruction algorithm using the prior information is proposed and compared with subspace regularization method and Marquardt reconstruction algorithms. The simulation shows that the proposed algorithm can give a better reconstructed result whether the actual distribution is compatible or incompatible with the prior distributions.
  • Keywords
    acoustic tomography; bioacoustics; computerised tomography; image reconstruction; inverse problems; medical image processing; Marquardt reconstruction algorithms; long-wavelength sound wave CT; medical diagnostic imaging; prior distributions subspace; prior information; projection; reconstruction algorithm; subspace regularization method; Acoustical engineering; Computational modeling; Computed tomography; Conductivity; Cost function; Inverse problems; Reconstruction algorithms; Shape measurement; Surface reconstruction; Surface waves; Algorithms; Densitometry; Humans; Mathematics; Tomography, X-Ray Computed; Ultrasonics;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/42.932743
  • Filename
    932743