Comparison ofKernelClass-dependence Feature Analysis (KCFA)withKernel Discriminant Analysis (KDA)forFaceRecognition

@inproceedings{XieandB2007ComparisonOF,
  title={Comparison ofKernelClass-dependence Feature Analysis (KCFA)withKernel Discriminant Analysis (KDA)forFaceRecognition},
  author={Chunyan XieandB},
  year={2007}
}
Kernel methods havebeenapplied to many linear feature analysis classifiers to generatenonlinear classifiers forimproved classification performance. The recently proposedkernelclass-dependence feature analysis (KCFA)method extends linear correlation filter technology tokernel correlation filters, greatly improving theclassification performance. Inthis paper,we compare theKCFAmethod withthekernel discriminant analysis (KDA)methodandshowthattheKCFA andtheKDA result inthesame representation… CONTINUE READING