• DocumentCode
    1985745
  • Title

    Terahertz Computed Tomographic Reconstruction and its Wavelet-based Segmentation by Fusion

  • Author

    Yin, X.X. ; Ng, B.W.-H. ; Ferguson, B. ; Mickan, S.P. ; Abbott, D.

  • Author_Institution
    Univ. of Adelaide, Adelaide
  • fYear
    2007
  • fDate
    4-7 June 2007
  • Firstpage
    3409
  • Lastpage
    3414
  • Abstract
    In this paper, terahertz (T-ray) computed tomographic (CT) imaging [1] and segmentation techniques are investigated. The traditional filtered back projection is applied for the reconstruction of terahertz coherent tomography. A set of linear image fusion and novel wavelet scale correlation segmentation techniques is adopted to achieve material discrimination within a three dimensional (3D) object. The methods are applied to a T-ray CT image dataset taken from a plastic vial containing a plastic tube. This setup simulates the imaging of a simple nested organic structure, which provides an indication of the potential for using T-ray CT imaging to achieve T-ray pulsed signal classification of heterogeneous layers. The wavelet based fusion scheme enjoys the additional benefit that it does not require the calculation of a single threshold and there is only a segmenter parameter to adjust.
  • Keywords
    computerised tomography; image fusion; image reconstruction; image segmentation; submillimetre wave imaging; 3D object; computed tomographic imaging; filtered back projection; image fusion; material discrimination; plastic vial; pulsed signal classification; terahertz coherent tomography; terahertz computed tomographic reconstruction; wavelet based fusion; wavelet scale correlation segmentation; Biomedical optical imaging; Computed tomography; Image reconstruction; Image segmentation; Optical imaging; Optical materials; Optical scattering; Pattern classification; Plastics; Pulse measurements;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics, 2007. ISIE 2007. IEEE International Symposium on
  • Conference_Location
    Vigo
  • Print_ISBN
    978-1-4244-0754-5
  • Electronic_ISBN
    978-1-4244-0755-2
  • Type

    conf

  • DOI
    10.1109/ISIE.2007.4375164
  • Filename
    4375164