Combining frequent itemsets and statistical features for texture classification in relative phase domain.
Li LiuChen ChenLongfei YangPublished in: FSKD (2014)
Keyphrases
- texture classification
- frequent itemsets
- correct classification rate
- feature extraction
- texture analysis
- itemsets
- brodatz textures
- highly discriminative
- association rules
- texture images
- local binary pattern
- texture features
- mining frequent itemsets
- frequent itemset mining
- gabor filters
- image texture
- natural textures
- concise representation
- mining algorithm
- feature space
- image analysis
- rotation invariant
- frequent itemsets mining
- association rule mining
- data streams
- data structure
- filter responses
- discovery of association rules
- feature set
- mining association rules
- feature vectors
- closed itemsets
- apriori algorithm
- machine learning
- condensed representations
- transactional databases
- co occurrence
- spatial information
- sliding window
- post processing