Integrating Independent Components and Linear Discriminant Analysis for Gender Classification.
Amit JainJeffrey HuangPublished in: FGR (2004)
Keyphrases
- linear discriminant analysis
- gender classification
- independent components
- independent component analysis
- principal component analysis
- face databases
- feature space
- discriminant analysis
- face recognition
- factor analysis
- facial images
- principal components
- dimensionality reduction
- dimension reduction
- feature extraction
- high dimensional data
- face alignment
- face images
- feature vectors
- support vector machine svm
- blind source separation
- low dimensional
- support vector
- classification accuracy
- sparse representation
- covariance matrix
- singular value decomposition
- image classification
- signal processing
- human faces
- object detection
- facial expressions
- probabilistic model
- negative matrix factorization
- image processing
- pattern recognition
- principle component analysis