LS-SVM-based image segmentation using pixel color-texture descriptors.
Hong-Ying YangXian-Jin ZhangXiangyang WangPublished in: Pattern Anal. Appl. (2014)
Keyphrases
- texture descriptors
- color components
- image segmentation
- texture analysis
- color images
- local binary pattern
- color descriptors
- texture information
- color information
- texture features
- gabor filters
- rotation invariant
- gray level
- markov random field
- color space
- color distribution
- image analysis
- cbir systems
- texture images
- multiscale
- active learning
- texture classification
- segmentation method
- probability density function
- relevance feedback
- region growing
- computer vision
- segmentation algorithm
- graph cuts
- expectation maximization
- similarity measurement
- face recognition
- image processing
- image classification
- input image
- color features
- probabilistic model
- feature vectors