Title :
Elastic registration of chest CT images with log un-biased deformations and rigidity constraint
Author :
Baluwala, Habib Y. ; Saddi, Kinda A. ; Schnabel, Julia A.
Author_Institution :
Dept. of Eng. Sci., Univ. of Oxford, Oxford, UK
fDate :
March 30 2011-April 2 2011
Abstract :
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.
Keywords :
bone; computerised tomography; image registration; lung; medical image processing; EMPIRE10; Evaluation of Methods for Pulmonary Image Registration 2010; bony structures; chest CT images; elastic image registration; elastic registration; image folding reduction; log unbiased deformations; rigidity constraint; spatially variable constraint; Decision support systems; Erbium; deformation field; image registration; regularization; respiratory motion correction;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-4127-3
Electronic_ISBN :
1945-7928
DOI :
10.1109/ISBI.2011.5872625