发明授权
US08913798B2 System for recognizing disguised face using gabor feature and SVM classifier and method thereof
有权
使用gabor特征和SVM分类器识别伪装脸的系统及其方法
- 专利标题: System for recognizing disguised face using gabor feature and SVM classifier and method thereof
- 专利标题(中): 使用gabor特征和SVM分类器识别伪装脸的系统及其方法
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申请号: US13565022申请日: 2012-08-02
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公开(公告)号: US08913798B2公开(公告)日: 2014-12-16
- 发明人: Kye Kyung Kim , Jae Yeon Lee , Ho Sub Yoon , Jae Hong Kim , Joo Chan Sohn
- 申请人: Kye Kyung Kim , Jae Yeon Lee , Ho Sub Yoon , Jae Hong Kim , Joo Chan Sohn
- 申请人地址: KR Daejeon
- 专利权人: Electronics and Telecommunications Research Institute
- 当前专利权人: Electronics and Telecommunications Research Institute
- 当前专利权人地址: KR Daejeon
- 代理机构: Nelson Mullins Riley & Scarborough LLP
- 代理商 Anthony A. Laurentano, Esq.; Dipti Ramnarain, Esq.
- 优先权: KR10-2011-0139605 20111221
- 主分类号: G06K9/00
- IPC分类号: G06K9/00
摘要:
Disclosed are a system and a method for recognizing a disguised face using a Gabor feature and a support vector machine (SVM) classifier according to the present invention.The system for recognizing a disguised face includes: a graph generation means to generate a single standard face graph from a plurality of facial image samples; a support vector machine (SVM) learning means to determine an optimal classification plane for discriminating a disguised face from the plurality of facial image samples and disguised facial image samples; and a facial recognition means to determine whether an input facial image is disguised using the standard face graph and the optimal classification plane when the facial image to be recognized is input.