Evaluation of face recognition techniques using PCA, wavelets and SVM.
Ergun GumusNiyazi KilicAhmet SertbasOsman N. UçanPublished in: Expert Syst. Appl. (2010)
Keyphrases
- face recognition
- principal component analysis
- feature extraction
- face images
- linear discriminant analysis
- support vector machine svm
- support vector machine
- discriminant analysis
- dimension reduction methods
- support vector
- svm classifier
- orl face
- knn
- principle component analysis
- principal components analysis
- face databases
- dimensionality reduction
- signal processing
- recognition rate
- dimension reduction
- feature vectors
- kernel principal component analysis
- principal components
- computer vision
- image compression
- wavelet transform
- covariance matrix
- face detection
- low dimensional
- facial images
- fisher linear discriminant
- kernel pca
- subspace methods
- gabor features
- training set
- feature space
- orl face database
- multi class
- facial expressions
- hyperplane
- pattern recognition
- training data