Multi-Hypothesis CRF-Segmentation of Neural Tissue in Anisotropic EM Volumes
Jan FunkeBjörn AndresFred A. HamprechtAlbert CardonaMatthew CookPublished in: CoRR (2011)
Keyphrases
- mr brain
- conditional random fields
- three dimensional
- image analysis
- image segmentation
- partial volume
- level set
- brain tumors
- semantic segmentation
- confocal images
- segmentation method
- network architecture
- segmentation algorithm
- expectation maximisation
- intensity distribution
- expectation maximization
- pairwise
- crf model
- cell nuclei
- shape prior
- probabilistic model
- medical images
- anisotropic diffusion
- superpixels
- graphical models
- neural network
- multiscale
- image volumes
- ultrasound imaging
- optical coherence tomography
- markov random field
- lymph nodes
- em algorithm
- fully automatic
- brain structures
- generative model
- energy function
- edge detection
- probabilistic atlas
- object segmentation
- region growing
- diffusion weighted magnetic resonance