Abstract: Ear recognition is one of important branches of biometrics. We proposed a new ear recognition method which uses KDA/GSVD method to reduce image dimensions and support vector machines as classifier. The experimental results on the USTB-77 ear database show

Key words: Ear recognition, Linear discriminant analysis, Generalized singular value decomposition, KDA/GSVD, Support vector machines