EM Image Segmentation of Nerve Cells Based on Conditional Random Field Model.
Fuyun HeYan LiangXiaoming HuangPublished in: ICVIP (2019)
Keyphrases
- random field model
- image segmentation
- multiscale
- expectation maximization
- random fields
- markov random field
- em algorithm
- graph cuts
- natural images
- medical imaging
- image analysis
- active contours
- region growing
- segmentation algorithm
- image segmentation algorithm
- texture segmentation
- boundary detection
- gray level
- energy function
- segmentation method
- image processing
- edge detection
- information retrieval
- computer vision
- region merging
- contour detection
- graph partitioning
- level set method
- energy functional
- nerve fibers
- conditional random fields
- level set
- probabilistic model
- spectral clustering
- gaussian mixture model
- deformable models
- parameter estimation
- mixture model
- unsupervised learning
- maximum likelihood
- input image
- unsupervised image segmentation
- k means