Optimizing principal component analysis performance for face recognition using genetic algorithm.
Waled Hussein Al-ArashiHaidi IbrahimShahrel Azmin SuandiPublished in: Neurocomputing (2014)
Keyphrases
- principal component analysis
- genetic algorithm
- face images
- face databases
- human faces
- face recognition
- principal components
- gender recognition
- covariance matrix
- neural network
- fuzzy logic
- dimensionality reduction
- facial images
- simulated annealing
- dimension reduction
- metaheuristic
- neural classifier
- encoding scheme
- face identification
- immune genetic algorithm
- hybrid genetic algorithm
- independent component analysis
- discriminant analysis
- genetic programming
- linear discriminant analysis
- facial features
- singular value decomposition
- artificial neural networks
- real coded
- population size
- low dimensional
- feature extraction
- pattern recognition
- facial expressions
- lower dimensional
- genetic operators
- tabu search
- fitness function
- optimization method