Face recognition based on opposition particle swarm optimization and support vector machine.
Mohammed HasanSiti Norul Huda Sheikh AbdullahZulaiha Ali OthmanPublished in: ICSIPA (2013)
Keyphrases
- particle swarm optimization
- face recognition
- support vector machine
- pso algorithm
- face images
- multi class
- swarm intelligence
- global optimization
- discriminant analysis
- particle swarm
- multi objective
- particle swarm optimization algorithm
- recognition rate
- svm classifier
- linear discriminant analysis
- human faces
- machine learning
- feature selection
- facial expressions
- convergence speed
- training data
- differential evolution
- genetic algorithm
- feature vectors
- svm classification
- kernel principal component analysis
- support vector machine svm
- particle swarm optimization pso
- ant colony optimization
- feature extraction
- recognition accuracy
- multi class support vector machines
- orl face database
- thermal infrared
- local binary pattern
- face databases
- pose variations
- subspace methods
- sparse representation
- principal component analysis
- facial images
- face detection
- k nearest neighbor
- computer vision
- support vector
- feature space
- face identification
- inertia weight
- small sample
- data sets
- learning algorithm
- robust face recognition
- face recognition systems
- kernel methods
- evolutionary algorithm
- image classification
- infrared
- classification method