Title :
A Novel System for the 3-D Reconstruction of the Human Spine and Rib Cage From Biplanar X-Ray Images
Author :
Cheriet, F. ; Laporte, C. ; Kadoury, S. ; Labelle, H. ; Dansereau, J.
Author_Institution :
Ecole Polytechnique de Montreal, Montreal
fDate :
7/1/2007 12:00:00 AM
Abstract :
The main objective of this study was to develop a 3D X-ray reconstruction system of the spine and rib cage for an accurate 3D clinical assessment of spinal deformities. The system currently used at Sainte-Justine Hospital in Montreal is based on an implicit calibration technique based on a direct linear transform (DLT), using a sufficiently large rigid object incorporated in the positioning apparatus to locate any anatomical structure to be reconstructed within its bounds. During the time lapse between the two successive X-ray acquisitions required for the 3D reconstruction, involuntary patient motion introduce errors due to the incorrect epipolar geometry inferred from the stationary object. An approach using a new calibration jacket and explicit calibration algorithm is proposed in this paper. This approach yields accurate results and compensates for involuntary motion occurring between X-ray exposures.
Keywords :
bone; calibration; diagnostic radiography; image reconstruction; motion compensation; orthopaedics; 3D clinical assessment; 3D reconstruction; Sainte-Justine Hospital; X-ray exposures; X-ray reconstruction system; biplanar X-ray images; calibration jacket; explicit calibration algorithm; human spine; involuntary motion compensation; rib cage; spinal deformities; Anatomical structure; Calibration; Extrapolation; Geometry; Hospitals; Humans; Image reconstruction; Spine; Three dimensional displays; X-ray imaging; 3-D reconstruction; Explicit calibration; X-ray images; nonlinear optimization; spinal deformities; Algorithms; Humans; Imaging, Three-Dimensional; Radiographic Image Enhancement; Radiographic Image Interpretation, Computer-Assisted; Reproducibility of Results; Ribs; Sensitivity and Specificity; Spine;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2006.889205