Face recognition based on multi-kernel support vector machine

This paper researches the selection problem of kernel function and the parameters optimization problem Support Vector Machine(SVM).Through the features of local kernel function and global kernel function,we mix the Gaussian kernel function and polynomial kernel function together and propose a new kernel function named multi-kernel function.Then we apply Multi-kernel function into face recognition and prove that multi-kernel function can achieve a higher recognition rate.