An efficient conditional random field approach for automatic and interactive neuron segmentation.
Mustafa Gökhan UzunbasChao ChenDimitris N. MetaxasPublished in: Medical Image Anal. (2016)
Keyphrases
- conditional random fields
- crf model
- image labeling
- semantic segmentation
- segmentation method
- graphical models
- markov random field
- segmentation algorithm
- object segmentation
- image segmentation
- long range
- random fields
- higher order
- probabilistic model
- hidden markov models
- information extraction
- maximum entropy
- superpixels
- generative model
- pairwise
- level set
- multiscale
- medical images
- structured prediction
- ordinal scale
- efficient inference
- energy function
- shape prior
- active contours
- active learning
- user interaction
- computer vision
- sequence classification
- maximum likelihood