A Generative Model for OCT Retinal Layer Segmentation by Integrating Graph-Based Multi-surface Searching and Image Registration.
Yuanjie ZhengRui XiaoYan WangJames C. GeePublished in: MICCAI (1) (2013)
Keyphrases
- generative model
- oct images
- optical coherence tomography
- image registration
- semi supervised
- probabilistic model
- bayesian framework
- retinal images
- imaging modalities
- prior knowledge
- medical imaging
- conditional random fields
- em algorithm
- discriminative learning
- topic models
- object categories
- coronary artery
- fundus images
- image segmentation
- segmentation algorithm
- level set
- hierarchical bayesian model
- data sets
- generative and discriminative models
- low contrast
- medical image analysis
- expectation maximization
- medical images
- pairwise
- learning algorithm