Face Detection Using Kernel PCA and Imbalanced SVM.
Yi-Hung LiuYen-Ting ChenShey-Shin LuPublished in: ICNC (1) (2006)
Keyphrases
- feature vectors
- face detection
- kernel pca
- feature space
- face recognition
- support vector machine
- feature extraction
- kernel methods
- kernel function
- object detection
- principal component analysis
- detection method
- human faces
- svm classifier
- dimensionality reduction
- feature selection
- adaboost algorithm
- computer vision
- support vector machine svm
- face images
- input space
- facial features
- linear discriminant analysis
- kernel matrix
- high dimensional
- spectral clustering
- neural network
- hyperplane
- support vector
- classification accuracy
- multi class
- face verification
- training data
- discriminant analysis
- local binary pattern
- linear combination