Nasopharyngeal carcinoma segmentation via HMRF-EM with maximum entropy.
Kai-Wei HuangZhe-Yi ZhaoQian GongJuan ZhaLiu ChenRan YangPublished in: EMBC (2015)
Keyphrases
- maximum entropy
- maximum entropy principle
- markov models
- image segmentation
- random fields
- risk factors
- minimum cross entropy
- maximum entropy model
- conditional random fields
- segmentation method
- segmentation algorithm
- transformation based learning
- cell nuclei
- expectation maximization
- principle of maximum entropy
- iterative scaling
- probabilistic model
- maximum likelihood
- level set
- gaussian mixture model
- generative model
- semi supervised
- segmented images
- region growing
- graph cuts
- similarity measure
- em algorithm
- energy function
- mixture model
- image processing