Shape-Aware Deep Convolutional Neural Network for Vertebrae Segmentation.
S. M. Masudur Rahman Al-ArifKaren KnappGreg G. SlabaughPublished in: MSKI@MICCAI (2017)
Keyphrases
- convolutional neural network
- statistical shape model
- shape prior
- shape model
- image segmentation
- level set
- region based segmentation
- global shape
- segmentation algorithm
- medical imaging
- multiple scales
- geometric shapes
- shape variations
- skeleton extraction
- deformable models
- robust segmentation
- region growing
- medical images
- object segmentation
- energy functional
- shape constraints
- active shape model
- face detection
- prior information
- shape descriptors
- ct and mr images
- maximum likelihood criterion
- prostate segmentation
- energy function
- shape analysis
- intensity variations
- object shape
- object boundaries
- shape representation
- brain structures
- neural network
- shape decomposition
- ground truth data
- shape features
- image analysis
- perceptual grouping
- ct data
- shape matching
- multiscale