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. Author manuscript; available in PMC: 2018 Sep 1.
Published in final edited form as: IEEE J Biomed Health Inform. 2017 Sep;21(5):1315–1326. doi: 10.1109/JBHI.2016.2597145

Table I.

List of all methods with a short description

ID Algorithm name Registration Type Similarity Metric Description
M1 Deformable model-based fit Local deformation Cross-Correlation An iterative model-based registration method based on a compartment model [25]
M2 Rigid model-based fit Rigid Mutual Information
M3 AllToOne scheme Local deformation Sum-of-squared difference A package of linear and non-linear 2D + T motion compensation algorithms with different schemes [26]:

  • ICA = Independent Component Analysis,

  • PG = pseudo ground truth,

  • QUASI-P = quasi-periodicity,

  • SERIAL = temporal succession,

  • AllToOne = global one image registration
M4 ICA scheme + affine Global affine Sum-of-squared difference
M5 PG scheme + affine Global affine Sum-of-squared difference
M6 ICA scheme + affine + B-splines Local deformation Sum-of-squared difference
M7 ICA scheme + rotation Rigid Sum-of-squared difference
M8 PG scheme + rotation Rigid Sum-of-squared difference
M9 ICA scheme + rotation + B-splines Local deformation Sum-of-squared difference
M10 ICA scheme + B-splines Local deformation Sum-of-squared difference
M11 ICA scheme + translation Rigid Sum-of-squared difference
M12 PG scheme + translation Rigid Sum-of-squared difference
M13 ICA scheme + translation + B-splines Local deformation Sum-of-squared difference
M14 QUASI-P scheme Local deformation Sum-of-squared difference
M15 SERIAL scheme Local deformation Sum-of-squared difference
M16 Local phase registration Local deformation Mutual Information Motion correction based on local phase features combined with object-based myocardial segmentation [27]
M17 Finite element warping Local deformation Sum-of-squared difference Image registration based on 2D lattice finite element grid deformation [28]
M18 B-Spline Symmetric Normalization Local deformation Cross-Correlation Explicit regularization of symmetric image registration algorithm using B-splines approximation [29]
M19 Multi-level motion correction Local deformation Sum-of-squared difference A joint motion and intensity correction algorithm based on multi-level Gauss-Newton minimization approach [30]
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