Inter-modality registration of NMRi and histological section images using neural networks regression in Gabor feature space.
Felix BollenbeckRainer PielotDiana WeierWinfriede WeschkeUdo SeiffertPublished in: CIIP (2009)
Keyphrases
- feature space
- image registration
- neural network
- image retrieval
- rigid body
- image data
- image classification
- image matching
- gabor filters
- acquired images
- rigid registration
- mouse brain
- object recognition
- feature based registration
- feature extraction
- input image
- nonrigid registration
- image representation
- multi modal
- image features
- image analysis
- feature vectors
- high resolution images
- clinical applications
- log polar
- registration process
- brain atlas
- retinal fundus
- directional features
- similarity measure
- deformable registration
- displacement field
- registration errors
- gabor filtering
- dimensionality reduction
- artificial neural networks
- high dimensional
- feature selection