Unsupervised Color Textured Image Segmentation Using Cluster Ensembles and MRF Model.
Mofakharul IslamJohn YearwoodPeter VamplewPublished in: SCSS (1) (2007)
Keyphrases
- mrf model
- markov random field
- image segmentation
- textured images
- cluster ensemble
- segmentation scheme
- graph partitioning
- image regions
- random fields
- combining multiple
- graph cuts
- higher order
- maximum a posteriori
- unsupervised learning
- energy function
- parameter estimation
- normalized cut
- texture segmentation
- pairwise
- consensus clustering
- segmentation algorithm
- statistical analysis and data mining
- image processing
- hierarchical clustering
- text clustering
- segmentation method
- active contours
- semi supervised
- multiscale
- bayesian framework
- fuzzy c means
- ensemble methods
- data clustering
- level set
- clustering algorithm
- object segmentation
- learning algorithm
- clustering method
- input image
- information extraction
- k means
- computer vision