Embedding Topic Discovery in Conditional Random Fields Model for Segmenting Nuclei Using Multispectral Data.
Xuqing WuMojgan AmrikachiShishir K. ShahPublished in: IEEE Trans. Biomed. Eng. (2012)
Keyphrases
- multispectral
- probabilistic model
- conditional random fields
- image data
- data analysis
- data points
- remote sensing
- probability distribution
- topic discovery
- high dimensional data
- generative model
- graphical models
- knowledge discovery
- natural language processing
- co occurrence
- markov random field
- hidden markov models
- prior knowledge
- feature space
- bayesian networks
- training data
- similarity measure
- markov networks
- information retrieval