Face Verification Advances Using Spatial Dimension Reduction Methods: 2DPCA & SVM.
Licesio J. Rodríguez-AragónCristina CondeÁngel SerranoEnrique CabelloPublished in: ICIAP (2005)
Keyphrases
- dimension reduction methods
- face verification
- principal component analysis
- face recognition
- face images
- discriminant analysis
- dimension reduction
- face databases
- face detection
- linear discriminant analysis
- support vector machine
- principal components
- dimensionality reduction
- independent component analysis
- recognition rate
- low dimensional
- human faces
- feature extraction
- facial features
- spatio temporal
- xm vts
- space time
- feature space
- support vector
- multi class
- facial images
- training data
- decision trees
- singular value decomposition
- data sets
- support vector machine svm
- least squares
- recognition accuracy
- subspace learning
- kernel pca
- principle component analysis
- labeled faces in the wild