• DocumentCode
    3313081
  • Title

    Lip information extraction based on the fusion of geometry and motion features

  • Author

    Meng Yingjie ; Zhang Haiyan ; Hu Yingjie ; Li Jinyang

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Lanzhou Univ., Lanzhou, China
  • Volume
    4
  • fYear
    2011
  • fDate
    26-28 July 2011
  • Firstpage
    2186
  • Lastpage
    2190
  • Abstract
    Lip feature information extraction decides the recognition effect in speaker identification based on the shape of lip. To solve the problems of less useful information and low recognition rate, this paper proposed a new extraction method of lip information which is based on the fusion of geometry and motion features. Firstly, key points in lip sequence images were tracked and located. Then on this basis, geometry and motion characteristics were extracted. Finally lip feature information of speaker was got by the fusion of geometry and motion features, and the recognition result was chosen by similarity comparison and the speaker was identified. The experiment indicates that the extraction method of lip information based on the fusion of geometry and motion features has more comprehensive information and higher recognition rate.
  • Keywords
    feature extraction; image sequences; object tracking; speaker recognition; geometry characteristics extraction; geometry fusion; key point locating; key point tracking; lip feature information extraction; lip sequence images; motion characteristics extraction; motion features; speaker identification; Computer vision; Data mining; Feature extraction; Geometry; Mouth; Shape; Tracking; curve fitting; identification; key points tracking; lip information extraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-61284-180-9
  • Type

    conf

  • DOI
    10.1109/FSKD.2011.6019998
  • Filename
    6019998