An evolutionary wrapper for feature selection in face recognition applications.
Leandro Daniel VignoloDiego H. MiloneCarlos A. R. BehaineJacob ScharcanskiPublished in: SMC (2012)
Keyphrases
- feature selection
- face recognition
- feature extraction
- feature space
- face images
- discriminant analysis
- text categorization
- feature ranking
- feature set
- feature selection algorithms
- recognition rate
- classification accuracy
- linear discriminant analysis
- high dimensionality
- dimensionality reduction
- support vector machine
- web image annotation
- text classification
- human faces
- irrelevant features
- mutual information
- multi class
- fisher discriminant
- wrapper feature selection
- selected features
- black box
- microarray data
- face detection
- principal component analysis
- wrapper method
- redundant features
- information gain
- unsupervised feature selection
- face recognition systems
- machine learning
- robust face recognition
- model selection
- feature subset selection
- feature subset
- face recognition algorithms
- face verification
- pose variations
- face databases
- method for face recognition
- method for feature selection
- support vector
- local binary pattern
- similarity measure
- sequential forward
- recognition accuracy