A novel content-based image retrieval approach for classification using GLCM features and texture fused LBP variants.
Meenakshi GargGaurav DhimanPublished in: Neural Comput. Appl. (2021)
Keyphrases
- textural features
- image retrieval
- texture features
- gray level co occurrence matrix
- texture analysis
- feature extraction
- local binary pattern
- color and texture features
- feature set
- brodatz textures
- grey level co occurrence matrix
- gabor filters
- feature vectors
- feature space
- classification accuracy
- texture feature extraction
- texture descriptors
- texture classification
- classification method
- gabor filtering
- classification models
- texture images
- extracted features
- multiple features
- image features
- gray level
- retrieval method
- image classification
- relevance feedback
- classification process
- grey level
- visual features
- texture information
- svm classifier
- rotation invariant
- face recognition
- cbir systems
- text classification
- co occurrence
- global features
- feature fusion
- dimensionality reduction
- feature selection
- decision trees
- multiscale
- filtered images
- image retrieval systems
- support vector
- support vector machine
- image representation
- feature subset
- image database
- support vector machine svm
- image analysis