Ear recognition using LDA/GSVD and SVM
Xia Zhang · Journal of the University of Shanghai for Science and Technology · 2009
A new ear recognition method was proposed which utilizes the technique of LDA/GSVD to reduce the ear images' dimensions and takes the support vector machines as classifier.The experimental results about the USTB-77 ear database demonstrate that the new method can overcome the small sample size(SSS) problem,which usually leads to the ill-posed problem in Fisher linear discriminant analysis(FLDA).With the method proposed,good acuracy can be achieved.