Supervised local error estimation for nonlinear image registration using convolutional neural networks.
Koen A. J. EppenhofJosien P. W. PluimPublished in: Medical Imaging: Image Processing (2017)
Keyphrases
- error estimation
- convolutional neural networks
- image registration
- model selection
- convolutional network
- error estimates
- coarse to fine
- learning algorithm
- generalization error
- supervised learning
- affine transformation
- mutual information
- image pairs
- semi supervised
- machine learning
- image matching
- active learning
- object detection
- multi modality
- unsupervised learning
- image alignment
- medical image registration
- image processing
- feature selection
- supervised classification
- data sets
- support vector machine
- registration process
- control system
- training data
- image mosaicing
- data mining