Gabor Feature Based Classification Using 2D Linear Discriminant Analysis for Face Recognition.
Ming LiBaozong YuanXiaofang TangPublished in: AVBPA (2005)
Keyphrases
- linear discriminant analysis
- face recognition
- feature extraction
- discriminant features
- small sample size
- discriminant analysis
- feature space
- dimension reduction
- fisher linear discriminant
- fisher criterion
- support vector machine svm
- class separability
- class discrimination
- principal component analysis
- discriminative information
- feature analysis
- support vector
- gabor features
- subspace methods
- subspace analysis
- feature vectors
- face images
- pca lda
- linear discriminant
- local binary pattern
- locality preserving projections
- recognition rate
- dimensionality reduction
- gabor wavelets
- face representation and recognition
- computer vision
- null space
- kernel discriminant analysis
- support vector machine
- decision trees
- facial images
- pattern recognition
- discriminant vectors
- human faces
- image classification
- scatter matrix
- generalized discriminant analysis
- nonparametric discriminant analysis
- feature selection
- principle component analysis
- linear subspace
- subspace learning
- supervised dimensionality reduction
- gabor filters
- face databases
- independent component analysis
- svm classifier
- knn