Mutual information for unsupervised deep learning image registration.
Bob D. de VosBas H. M. van der VeldenJörg SanderKenneth G. A. GilhuijsMarius StaringIvana IsgumPublished in: Medical Imaging: Image Processing (2020)
Keyphrases
- deep learning
- mutual information
- image registration
- unsupervised learning
- deep architectures
- weakly supervised
- restricted boltzmann machine
- unsupervised feature learning
- information theoretic
- medical image registration
- deep belief networks
- machine learning
- multimodal image registration
- feature selection
- registration accuracy
- supervised learning
- normalized mutual information
- similarity measure
- multi modality
- image processing
- computer vision
- dimensionality reduction
- image analysis
- mental models
- named entities
- pattern recognition
- learning algorithm
- object recognition
- semi supervised