Package deformation_inversion_layer
Deformation inversion layer is a neural network layer for inverting deformation fields
The package has been developed as part of SITReg, a deep learning intra-modality image registration arhitecture fulfilling strict symmetry properties.
Deformation inversion layer is published under MIT licence.
If you use deformation inversion layer, or other parts of the repository, please cite:
- SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration using deformation inversion layers
Joel Honkamaa, Pekka Marttinen
Under review (eprint arXiv:2303.10211)
Expand source code
"""Deformation inversion layer is a neural network layer for inverting deformation fields
The package has been developed as part of SITReg, a deep learning intra-modality
image registration arhitecture fulfilling strict symmetry properties.
Deformation inversion layer is published under MIT licence.
If you use deformation inversion layer, or other parts of the repository, please cite:
- **SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration using deformation inversion layers**
[Joel Honkamaa](https://github.com/honkamj "Joel Honkamaa"), Pekka Marttinen
Under review ([eprint arXiv:2303.10211](https://arxiv.org/abs/2303.10211 "eprint arXiv:2303.10211"))
"""
from deformation_inversion_layer.fixed_point_invert_deformation import fixed_point_invert_deformation, DeformationInversionArguments
Sub-modules
deformation_inversion_layer.fixed_point_invert_deformation
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Fixed point deformation inversion function
deformation_inversion_layer.fixed_point_iteration
-
Fixed point iteration related implementations
deformation_inversion_layer.interface
-
Interface definitions
deformation_inversion_layer.interpolator
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Interpolation related implementations