发明申请
US20050036649A1 Robot apparatus, face recognition method, and face recognition apparatus 失效
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
  • 申请号: US10399740
    申请日: 2002-08-21
  • 公开(公告)号: US20050036649A1
    公开(公告)日: 2005-02-17
  • 发明人: Jun YokonoKohtaro SabeKenta Kawamoto
  • 申请人: Jun YokonoKohtaro SabeKenta Kawamoto
  • 优先权: JP2001-253700 20010823
  • 国际申请: PCT/JP02/08433 WO 20020821
  • 主分类号: G06K9/00
  • IPC分类号: G06K9/00
Robot apparatus, face recognition method, and face recognition apparatus
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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