Fusing Gabor and LBP feature sets for KNN and SRC-based face recognition.
Bilel AmeurSabeur MasmoudiAmira Guidara DerbelAhmed Ben HamidaPublished in: ATSIP (2016)
Keyphrases
- face recognition
- knn
- feature set
- feature extraction
- local binary pattern
- k nearest neighbor
- feature selection
- face databases
- nearest neighbor
- recognition rate
- text categorization
- feature vectors
- knn classifier
- face images
- classification accuracy
- feature representation
- support vector machine svm
- face detection
- distance function
- texture features
- text classification
- support vector machine
- sparse representation
- k nearest neighbour
- knn algorithm
- face representation
- feature space
- human faces
- linear discriminant analysis
- discriminant analysis
- facial images
- feature reduction
- dimensionality reduction methods
- classification algorithm
- principal component analysis
- gabor filters
- sparse representation based classification
- classification method
- feature descriptors
- pattern recognition
- computer vision
- dimensionality reduction
- kernel function
- class labels
- feature types
- similarity search
- texture analysis
- similarity measure
- knn classification
- image classification