Unsupervised Tissue Image Segmentation through Object-Oriented Texture.
Akif Burak TosunCenk SokmensuerCigdem Gunduz DemirPublished in: ICPR (2010)
Keyphrases
- image segmentation
- object oriented
- texture image segmentation
- texture segmentation
- image analysis
- histopathological images
- active contours
- image decomposition
- gray level
- boundary information
- markov random field model
- relational databases
- multiscale
- texture analysis
- image segmentations
- programming language
- tissue classification
- texture synthesis
- unsupervised clustering
- texture model
- multiresolution
- markov random field
- deformable models
- normalized cut
- object oriented databases
- texture classification
- unsupervised segmentation
- texture features
- segmentation algorithm
- region growing
- texture information
- semi supervised
- early vision
- databases
- textured images
- computer vision
- gabor filters
- energy minimization
- unsupervised learning
- graph cuts
- data model
- texture images
- shape prior
- segmenting images
- segmentation method
- three dimensional
- level set
- database
- soft tissue
- cluster validation
- feature extraction
- color and texture features
- watershed segmentation
- energy function
- region merging
- spectral clustering
- object segmentation
- level set method