Feature Extraction Using Block-based Local Binary Pattern for Face Recognition.
Abdelmalik MoujahidAmaia AbandaFadi DornaikaPublished in: IRIACV (2016)
Keyphrases
- local binary pattern
- feature extraction
- face recognition
- texture classification
- illumination invariant
- texture descriptors
- discriminant analysis
- texture analysis
- rotation invariant
- illumination normalization
- face images
- face detection
- texture information
- linear discriminant analysis
- facial expression recognition
- texture features
- feature descriptors
- image classification
- principal component analysis
- preprocessing
- binary patterns
- feature vectors
- feature space
- recognition rate
- multiscale
- human faces
- facial images
- multi class
- pattern recognition
- feature set
- spatial information
- sparse representation
- gabor features
- illumination compensation
- feature selection
- face databases
- dimensionality reduction
- image processing
- face verification
- support vector machine