Segmentation of anatomical branching structures based on texture features and conditional random field.
Tatyana NuzhnayaPredrag R. BakicDespina KontosVasileios MegalooikonomouHaibin LingPublished in: Medical Imaging: Image Processing (2012)
Keyphrases
- texture features
- conditional random fields
- textured images
- image labeling
- texture feature extraction
- crf model
- random fields
- semantic segmentation
- segmentation method
- color features
- medical images
- mixture of gaussian distributions
- texture analysis
- texture features are extracted
- texture classification
- texture images
- probabilistic model
- markov random field
- image features
- feature vectors
- gray level
- gabor filters
- bank of gabor filters
- gabor filtering
- graphical models
- hidden markov models
- image segmentation
- multiscale
- generative model
- maximum entropy
- higher order
- distance measure
- feature extraction
- segmentation algorithm
- information extraction
- feature set
- superpixels
- pairwise
- mixed data
- level set
- natural language
- feature space
- matching algorithm
- image retrieval
- classification accuracy
- multiple objects
- feature selection
- active contours
- semi supervised
- shape prior