发明授权
- 专利标题: Automatic biometric identification based on face recognition and support vector machines
- 专利标题(中): 基于人脸识别和支持向量机的自动生物识别
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申请号: US11989639申请日: 2005-07-29
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公开(公告)号: US08275175B2公开(公告)日: 2012-09-25
- 发明人: Madalina Baltatu , Rosalia D'Alessandro , Roberta D'Amico , Massimo Tistarelli , Enrico Grosso , Manuele Bicego
- 申请人: Madalina Baltatu , Rosalia D'Alessandro , Roberta D'Amico , Massimo Tistarelli , Enrico Grosso , Manuele Bicego
- 申请人地址: IT Milan
- 专利权人: Telecom Italia S.p.A.
- 当前专利权人: Telecom Italia S.p.A.
- 当前专利权人地址: IT Milan
- 代理机构: Finnegan, Henderson, Farabow, Garrett & Dunner, L.L.P.
- 国际申请: PCT/EP2005/008254 WO 20050729
- 国际公布: WO2007/016936 WO 20070215
- 主分类号: G06K9/00
- IPC分类号: G06K9/00
摘要:
An automatic biometric identification method based on face recognition and support vector machines, includes enrolling a user to generate a user's reference template; and identifying the user based on the user's reference template, wherein generating a user's reference template includes acquiring a number of user's face images, and training a one-class support vector machine based on the user's face images only.
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