• DocumentCode
    2401969
  • Title

    Volumetric reconstruction from multi-energy single-view radiography

  • Author

    Le, Sang N. ; Lee, Mei Kay ; Banu, Shamima ; Fang, Anthony C.

  • Author_Institution
    Dept. of Comput. Sci., Nat. Univ. of Singapore, Singapore, Singapore
  • fYear
    2008
  • fDate
    23-28 June 2008
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    We address the volumetric reconstruction problem that takes as input a series of orthographic multi-energy X-ray images, producing as output a reconstructed model space consisting of uniform-size mass density voxels. Our approach solves the non-linear constrained optimization for mulation problem by constructing a compliant estimate of volumetric distribution, subject to projective and domain constraints, and minimizes variational irregularities. To resolve the inherent ambiguities of single-view formulation, an optional shape model may be introduced to aid the reconstruction process. We demonstrate our methodpsilas practical usage as a new in-vivo method for estimating three dimensional body segmental compositions, and compare its results with those of existing methods.
  • Keywords
    X-rays; image reconstruction; radiography; variational techniques; body segmental compositions; mass density voxels; multienergy single-view radiography; nonlinear constrained optimization; orthographic multienergy x-ray images; variational irregularity; volumetric distribution; volumetric reconstruction; Biomedical measurements; Bones; Costs; Image reconstruction; Image segmentation; Layout; Magnetic resonance imaging; Minerals; Radiography; X-ray imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on
  • Conference_Location
    Anchorage, AK
  • ISSN
    1063-6919
  • Print_ISBN
    978-1-4244-2242-5
  • Electronic_ISBN
    1063-6919
  • Type

    conf

  • DOI
    10.1109/CVPR.2008.4587742
  • Filename
    4587742