Adversarial Deformation Regularization for Training Image Registration Neural Networks.
Yipeng HuEli GibsonNooshin GhavamiEster BonmatiCaroline M. MooreMark EmbertonTom VercauterenJ. Alison NobleDean C. BarrattPublished in: CoRR (2018)
Keyphrases
- image registration
- neural network
- training process
- training algorithm
- feed forward neural networks
- mutual information
- multi layer perceptron
- backpropagation algorithm
- back propagation
- feedforward neural networks
- deformation field
- neural network training
- computer vision
- coarse to fine
- affine transformation
- multi modality
- image pairs
- medical imaging
- early stopping
- error back propagation
- registration process
- stochastic gradient descent
- training set
- registration accuracy
- nonrigid registration
- regularization parameter
- image alignment
- image processing
- multi layer
- pattern recognition
- multiresolution
- neural network model
- image matching
- activation function
- free form deformation
- deformation model
- feed forward
- neural nets
- displacement field
- markov random field
- fuzzy logic
- registration errors
- soft tissue
- multilayer neural network