MLP Neural Network for face recognition based on Gabor Features and Dimensionality Reduction techniques.
Wael OuardaHanêne TrichiliAdel M. AlimiBasel SolaimanPublished in: ICMCS (2014)
Keyphrases
- gabor features
- neural network
- dimensionality reduction
- face recognition
- linear discriminant analysis
- principal component analysis
- multilayer perceptron
- multi layer perceptron
- feature extraction
- pattern recognition
- back propagation
- gabor filters
- artificial neural networks
- high dimensional data
- discriminant analysis
- face databases
- facial expression recognition
- neural network model
- gabor phase
- recognition rate
- face images
- high dimensional
- human faces
- kernel pca
- texture information
- low dimensional
- facial expressions
- feature selection
- computer vision
- texture features
- sparse representation
- recognition accuracy
- data points
- face detection
- nearest neighbor
- multiresolution
- user interface
- feature space
- genetic algorithm
- machine learning