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KLÍMA, O. KLEPÁRNÍK, P. ŠPANĚL, M. ZEMČÍK, P.
Original Title
Intensity-based femoral atlas 2D/3D registration using Levenberg-Marquardt optimisation
Type
conference paper
Language
English
Original Abstract
The reconstruction of the patient-specific 3D anatomy is a crucial step in the computer-aided preoperative planning based on plain X-ray images. We propose the robust and fast reconstruction method based on fitting the statistical shape and intensity model of a femoral bone into the set of two calibrated X-ray images. We formulate the registration as a non-linear least squares problem, allowing involvement of Levenberg-Marquardt optimisation. The proposed method has been evaluated on a set of 96 virtual X-ray images. The reconstruction accuracy was evaluated using the symetric Hausdorff distance between reconstructed and ground-truth bones and reached 1.28+-1.68 mm on average.
Keywords
femoral bone, 2D/3D registration, statistical shape model, least squares
Authors
KLÍMA, O.; KLEPÁRNÍK, P.; ŠPANĚL, M.; ZEMČÍK, P.
Released
22. 6. 2016
Publisher
SPIE - the international society for optics and photonics
Location
San Diego
ISBN
978-1-5106-0023-2
Book
Biomedical Applications in Molecular, Structural, and Functional Imaging
Pages from
1
Pages to
6
Pages count
URL
https://www.fit.vut.cz/research/publication/10994/
BibTex
@inproceedings{BUT130919, author="Ondřej {Klíma} and Petr {Klepárník} and Michal {Španěl} and Pavel {Zemčík}", title="Intensity-based femoral atlas 2D/3D registration using Levenberg-Marquardt optimisation", booktitle="Biomedical Applications in Molecular, Structural, and Functional Imaging", year="2016", pages="1--6", publisher="SPIE - the international society for optics and photonics", address="San Diego", doi="10.1117/12.2216529", isbn="978-1-5106-0023-2", url="https://www.fit.vut.cz/research/publication/10994/" }