Intensity-based femoral atlas 2D/3D registration using Levenberg-Marquardt optimisation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F16%3APU121575" target="_blank" >RIV/00216305:26230/16:PU121575 - isvavai.cz</a>
Result on the web
<a href="http://www.fit.vutbr.cz/research/pubs/all.php?id=10994" target="_blank" >http://www.fit.vutbr.cz/research/pubs/all.php?id=10994</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1117/12.2216529" target="_blank" >10.1117/12.2216529</a>
Alternative languages
Result language
angličtina
Original language name
Intensity-based femoral atlas 2D/3D registration using Levenberg-Marquardt optimisation
Original language description
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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/TA04011606" target="_blank" >TA04011606: TraumaTech - Modern Image Processing Techniques and Computer-based Planning in Trauma Treatment</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Biomedical Applications in Molecular, Structural, and Functional Imaging
ISBN
978-1-5106-0023-2
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
1-6
Publisher name
SPIE - the international society for optics and photonics
Place of publication
San Diego
Event location
San Diego
Event date
Feb 27, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000378223800015