The application of kernel Fisher identification method based on face symmetry in face recognition
Cheng Huang · 2020
In view of the successful application of kernel method in linear discriminant analysis and the validity of face symmetry to face recognition, this paper puts kernel method into the linear discriminant analysis method which integrates the face symmetry. Then a kernel Fisher identification method based on face symmetry is proposed (KSFDA). Experiments on Yale face database show that KSFDA has better recognition effect than KPCA and KFDA.