Two-Stage Generative Models of Simulating Training Data at The Voxel Level for Large-Scale Microscopy Bioimage Segmentation.
Deli WangTing ZhaoNenggan ZhengZhefeng GongPublished in: IJCAI (2019)
Keyphrases
- generative model
- training data
- prior knowledge
- probabilistic model
- discriminative methods
- discriminative learning
- mixture model
- image segmentation
- discriminative models
- conditional random fields
- data sets
- segmentation algorithm
- learning algorithm
- semi supervised
- decision trees
- higher level
- segmentation method
- generative and discriminative models
- hierarchical hidden markov models
- em algorithm
- object categories
- multiscale
- maximum entropy principle
- representational power
- computer vision