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METHOD AND DEVICE FOR AUTHENTICATING IDENTITY BY MEANS OF FUSION OF MULTIPLE BIOLOGICAL CHARACTERISTICS

机译:融合多种生物特征的方法进行身份认证的方法和装置

摘要

Disclosed in an embodiment of the present invention is a method for authenticating identify by means of fusion of multiple biological characteristics, which allows identity authentication to be carried out by using more than two types of biological characteristic identity information, thereby providing a higher identification accuracy. The method in the embodiment of the present invention comprises: collecting at least two types of biological characteristic identity information of a user to be identified; carrying out characteristic extraction on the at least two types of collected biological characteristic identity information, so as to obtain corresponding characteristic information; establishing characteristic matrixes according to the characteristic information, the biological characteristic identity information, the characteristic information and the characteristic matrixes being in a one-to-one correspondence; respectively carrying out normalization processing on all the characteristic matrixes; carrying out dynamic weighting fusion on all the normalized characteristic matrixes, so as to obtain a fused characteristic matrix; carrying out matching according to the fused characteristic matrix and a preset corresponding standard matrix, so as to obtain a corresponding matching score; and obtaining an identity identification result of the user to be identified according to a Bayesian decision model and the matching score. An embodiment of the present invention also provides a device for authenticating identify by means of fusion of multiple biological characteristics.
机译:本发明实施例公开了一种通过融合多种生物特征对身份进行认证的方法,该方法可以通过使用两种以上的生物特征身份信息进行身份认证,从而提供更高的识别精度。本发明实施例的方法包括:收集至少两种类型的待识别用户的生物特征身份信息;对至少两种收集的生物特征身份信息进行特征提取,以获取对应的特征信息;根据所述特征信息,生物学特征标识信息,所述特征信息和所述特征矩阵一一对应建立特征矩阵;对所有特征矩阵分别进行归一化处理;对所有归一化特征矩阵进行动态加权融合,得到融合特征矩阵。根据融合后的特征矩阵与预设的对应标准矩阵进行匹配,得到对应的匹配分数;根据贝叶斯决策模型和匹配分数,获得待识别用户的身份识别结果。本发明的实施例还提供了一种用于通过融合多个生物学特征来认证身份的设备。

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