Large Deformation Inverse Consistent Elastic Image Registration
- 1 January 2003
- book chapter
- Published by Springer Nature
- Vol. 18, 438-449
- https://doi.org/10.1007/978-3-540-45087-0_37
Abstract
This paper presents a new image registration algorithm that accommodates locally large nonlinear deformations. The algorithm concurrently estimates the forward and reverse transformations between a pair of images while minimizing the inverse consistency error between the transformations. It assumes that the two images to be registered contain topologically similar objects and were collected using the same imaging modality. The large deformation transformation from one image to the other is accommodated by concatenating a sequence of small deformation transformations. Each incremental transformation is regularized using a linear elastic continuum mechanical model. Results of ten 2D and twelve 3D MR image registration experiments are presented that tested the algorithm’s performance on real brain shapes. For these experiments, the inverse consistency error was reduced on average by 50 times in 2D and 30 times in 3D compared to the viscous fluid registration algorithm.Keywords
This publication has 11 references indexed in Scilit:
- HAMMER: hierarchical attribute matching mechanism for elastic registrationIEEE Transactions on Medical Imaging, 2002
- Consistent image registrationIEEE Transactions on Medical Imaging, 2001
- Landmark matching via large deformation diffeomorphismsIEEE Transactions on Image Processing, 2000
- Voxel-Based Morphometry—The MethodsNeuroImage, 2000
- Non-linear Registration with the Variable Viscosity Fluid AlgorithmPublished by Springer Nature ,1999
- Automated Image Registration: I. General Methods and Intrasubject, Intramodality ValidationJournal of Computer Assisted Tomography, 1998
- Programming Languages and Systems — ESOP '96Published by Springer Nature ,1996
- Deformable templates using large deformation kinematicsIEEE Transactions on Image Processing, 1996
- Mapping of hyperelastic deformable templates using the finite element methodPublished by SPIE-Intl Soc Optical Eng ,1995
- Principal warps: thin-plate splines and the decomposition of deformationsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1989