A Generative Model for OCT Retinal Layer Segmentation by Groupwise Curve Alignment.
Wenjun DuanYuanjie ZhengYanhui DingSujuan HouYufang TangYan XuMaoling QinJianfeng WuDinggang ShenHongsheng BiPublished in: IEEE Access (2018)
Keyphrases
- generative model
- optical coherence tomography
- oct images
- probabilistic model
- bayesian framework
- retinal images
- fundus images
- level set
- imaging modalities
- prior knowledge
- image segmentation
- discriminative learning
- medical image analysis
- semi supervised
- image analysis
- discriminative models
- latent dirichlet allocation
- medical images
- learned models
- atlas construction
- multiscale
- data sets
- shape prior
- object segmentation
- blood vessels
- medical imaging
- em algorithm
- curve evolution
- hierarchical bayesian model