Local Binary Patterns as an Image Preprocessing for Face Authentication.
Guillaume HeuschYann RodriguezSébastien MarcelPublished in: FGR (2006)
Keyphrases
- image preprocessing
- local binary pattern
- face authentication
- feature extraction
- face recognition
- texture classification
- texture analysis
- multiscale
- texture descriptors
- image enhancement
- spatial information
- texture information
- rotation invariant
- preprocessing step
- texture features
- image processing
- background subtraction
- face detection
- feature descriptors
- preprocessing
- recognition rate
- pattern recognition
- license plate
- feature vectors
- linear discriminant analysis
- feature space
- gabor wavelets
- feature selection
- multiresolution
- principal component analysis
- image database
- dimensionality reduction
- feature set