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
Link To Document