A Modification of Kernel-based Fisher Discriminant Analysis for Face Detection.
Takio KuritaToshiharu TaguchiPublished in: FGR (2002)
Keyphrases
- face detection
- fisher discriminant analysis
- multiple kernel learning
- kernel trick
- discriminant analysis
- face recognition
- kernel methods
- object detection
- detection rate
- kernel pca
- maximum margin
- dimensionality reduction
- principal component analysis
- detection method
- kernel function
- dimensionality reduction methods
- feature space
- human faces
- facial features
- input space
- linear combination
- support vector machine
- eye detection
- computer vision
- facial images
- skin color
- linear discriminant analysis
- feature selection
- video sequences
- support vector
- semi supervised learning
- multiple features
- object class
- preprocessing step
- face databases
- model selection
- feature extraction
- small number