LBP histogram selection for supervised color texture classification.
Alice PorebskiNicolas VandenbrouckeDenis HamadPublished in: ICIP (2013)
Keyphrases
- texture classification
- local binary pattern
- image texture
- texture features
- texture analysis
- color features
- texture description
- texture images
- color texture
- spatial information
- texture information
- color histogram
- color descriptors
- correct classification rate
- face recognition
- feature extraction
- rotation invariant
- texture descriptors
- gray level
- multiscale
- color information
- color and texture features
- color images
- natural textures
- image analysis
- color distribution
- background subtraction
- image descriptors
- filter responses
- color space
- face detection
- machine learning
- multiresolution
- multi band
- feature selection
- shape features
- learning algorithm
- feature vectors
- em algorithm
- distance measure