Improvement of face recognition performance using a new hybrid subspace classifier.
Serkan KeserPublished in: Signal Image Video Process. (2023)
Keyphrases
- face recognition
- linear subspace
- feature space
- principal component analysis
- subspace learning
- subspace methods
- high recognition rate
- training data
- decision trees
- locality preserving projections
- low dimensional
- discriminant analysis
- feature extraction
- fisher linear discriminant
- support vector machine
- training samples
- test sample
- feature set
- dimensionality reduction
- face images
- linear discriminant analysis
- support vector
- feature selection
- classification scheme
- high dimensional data
- locality preserving
- classification algorithm
- classification method
- principal components
- linear classifiers
- input data
- classification process
- sparse representation
- subspace analysis
- training set
- computer vision
- minimum distance classifier
- learning algorithm
- lower dimensional
- facial images
- face detection
- recognition rate
- high dimensional
- pattern recognition