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Elastic registration of chest CT images with log un-biased deformations and rigidity constraint.
In: (2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 30 March 2011 - 02 April 2011, Chicago, IL, USA). 2011. 1235-1238 (Proceedings - International Symposium on Biomedical Imaging)
This work presents an integrated framework for elastic image registration with log-unbiased deformations and a spatially variable constraint to reduce image folding and preserve the rigidity of bony structures. The framework has been applied to the data provided by the workshop on Evaluation of Methods for Pulmonary Image Registration 2010 (EMPIRE10). We have compared our new method to the classic elastic registration technique and have found that our method has an improved performance. © 2011 IEEE.
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Publikationstyp
Artikel: Konferenzbeitrag
Schlagwörter
Deformation Field ; Image Registration ; Regularization ; Respiratory Motion Correction
ISSN (print) / ISBN
1945-7928
e-ISSN
1945-8452
Konferenztitel
2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro
Konferzenzdatum
30 March 2011 - 02 April 2011
Konferenzort
Chicago, IL, USA
Quellenangaben
Seiten: 1235-1238
Nichtpatentliteratur
Publikationen
Institut(e)
Institute for Machine Learning in Biomed Imaging (IML)