Apparatus for registrating and identifying multiple human features and method thereof

Individual registration and authentication system and a method using a multi-biometric information according to the present invention is a system for registering the biometric information on the user's image to be registered in the registration system, based on the facial feature is extracted a predetermined facial feature face registration unit for generating face SVM (Support Vector Machine); Voice registration unit for generating a negative SVM in the user's voice to be registered in the registration system, based on the speech feature extracting a predetermined voice characteristic; And face / voice registration section for generating a sound and facial SVM based on the normalized value by combining after each normalized to the extracted facial feature and a voice feature to the value of such range; and characterized in that it comprises a, a apply classification algorithm SVM face, for both voice and facial / voice combining features and, by using share a classification algorithm in the certification process by the use of resources efficiently and able to also run under a limited resource, such as a smart card. Also it makes it possible to accurately perform the identity authentication than the use of two types of coupling in combination with the matching determination step in the biometric information of different types of feature extraction step with. Identity authentication, multi-biometrics, face recognition, speaker authentication