Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation.
Awais MansoorJuan J. CerrolazaRabia IdreesElijah BiggsMohammad A. AlsharidRobert A. AveryMarius George LinguraruPublished in: IEEE Trans. Medical Imaging (2016)
Keyphrases
- shape model
- deep learning
- shape prior
- energy function
- active shape
- level set segmentation
- shape variations
- statistical shape model
- level set
- unsupervised learning
- active shape model
- segmentation algorithm
- machine learning
- image segmentation
- shape constraints
- object segmentation
- weakly supervised
- visual features
- mental models
- segmentation method
- graph cuts
- active contours
- medical images
- markov random field
- computer vision
- medical imaging
- training data
- d objects
- probabilistic model
- higher order