Comparative Evaluation of Classical Methods, Optimized Gabor Filters and LBP for Texture Feature Selection and Classification.
Jaime MelendezDomenec PuigMiguel Ángel GarcíaPublished in: CAIP (2007)
Keyphrases
- comparative evaluation
- classical methods
- gabor filters
- feature selection and classification
- texture analysis
- texture descriptors
- texture features
- local binary pattern
- feature extraction
- texture segmentation
- texture classification
- texture images
- feature selection
- bank of gabor filters
- texture feature extraction
- rotation invariant
- feature vectors
- natural textures
- gray level
- texture information
- selected features
- high dimensionality
- gabor filtering
- image analysis
- extracted features
- filtered images
- gabor features
- co occurrence
- pattern recognition
- multiresolution
- feature set
- image textures
- data sets
- image features
- dominant orientation
- object recognition
- image processing
- model selection
- finger vein
- classification accuracy
- support vector machine