发明授权
US07369686B2 Robot apparatus, face recognition method, and face recognition apparatus
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机器人装置,人脸识别方法和人脸识别装置
- 专利标题: Robot apparatus, face recognition method, and face recognition apparatus
- 专利标题(中): 机器人装置,人脸识别方法和人脸识别装置
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申请号: US10399740申请日: 2002-08-21
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公开(公告)号: US07369686B2公开(公告)日: 2008-05-06
- 发明人: Jun Yokono , Kohtaro Sabe , Kenta Kawamoto
- 申请人: Jun Yokono , Kohtaro Sabe , Kenta Kawamoto
- 申请人地址: JP Tokyo
- 专利权人: Sony Corporation
- 当前专利权人: Sony Corporation
- 当前专利权人地址: JP Tokyo
- 代理机构: Frommer Lawrence & Haug LLP
- 代理商 William S. Frommer; Thomas F. Presson
- 优先权: JP2001-253700 20010823
- 国际申请: PCT/JP02/08433 WO 20020821
- 国际公布: WO03/019475 WO 20030306
- 主分类号: G06K9/00
- IPC分类号: G06K9/00
摘要:
A robot includes a face extracting section for extracting features of a face included in an image captured by a CCD camera, and a face recognition section for recognizing the face based on a result of face extraction by the face extracting section. The face extracting section is implemented by Gabor filters that filter images using a plurality of filters that have orientation selectivity and that are associated with different frequency components. The face recognition section is implemented by a support vector machine that maps the result of face recognition to a non-linear space and that obtains a hyperplane that separates in that space to discriminate a face from a non-face. The robot is allowed to recognize a face of a user within a predetermined time under a dynamically changing environment.
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