• DocumentCode
    1605870
  • Title

    On the isolation of spectacles and the extraction of faces for personal identification

  • Author

    Kato, Yoshihiro ; Nakamura, Osamu

  • Author_Institution
    Dept. of Com. Sci. & Comm. Eng, Kogakuin Univ., Tokyo, Japan
  • Volume
    2
  • fYear
    2004
  • Firstpage
    999
  • Abstract
    An improved algorithm for isolating spectacles from faces is presented. To increase the recognition accuracy of human faces, the faces must be isolated precisely. In conventional systems, however, faces with spectacles are occasionally not exactly extracted because of the presence of spectacles. From this point of view, an improved algorithm for isolating spectacles and faces is presented. From the experimental results, it is clear that the extraction accuracy increases approximately 10% to an accuracy of 98.5%.
  • Keywords
    face recognition; feature extraction; object detection; object recognition; face extraction; human face recognition accuracy; personal identification; spectacle isolation; Color; Data mining; Face recognition; Forehead; Humans; Image generation; Lenses; Mouth; Reflection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Computer Engineering, 2004. Canadian Conference on
  • ISSN
    0840-7789
  • Print_ISBN
    0-7803-8253-6
  • Type

    conf

  • DOI
    10.1109/CCECE.2004.1345284
  • Filename
    1345284