• DocumentCode
    2473931
  • Title

    Analysis of efficient lip reading method for various languages

  • Author

    Saitoh, Takeshi ; Morishita, Kazutoshi ; Konishi, Ryosuke

  • Author_Institution
    Tottori Univ., Tottori, Japan
  • fYear
    2008
  • fDate
    8-11 Dec. 2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The traditional researches targeted at only one language, and there is no research to refer the language and recognition method. Moreover, a lot of model-based methods use only an external lip or intraoral region, and tooth or tongue region is not reflected to the feature. This paper describes analysis of efficient lip reading method for various languages. First, we applies active appearance model, and simultaneously extracts the external and internal lip contour. Then, the tooth and intraoral regions are detected. Various features from five regions are fed to the recognition process. We set four languages to be the recognition target, and recorded twenty words per each language. As the result, proposed trajectory feature based on three shape features, the area and aspect ratio of internal lip region, and area of intraoral region, was obtained the highest recognition rates of 93.6%, compared with the traditional methods and other regions.
  • Keywords
    feature extraction; gesture recognition; natural languages; object recognition; speech recognition; active appearance model; internal lip region; intraoral region; lip contour; lip reading method; natural languages; trajectory feature; Active appearance model; Active contours; Data mining; Humans; Natural languages; Shape; Speech; Target recognition; Teeth; Tongue;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2008. ICPR 2008. 19th International Conference on
  • Conference_Location
    Tampa, FL
  • ISSN
    1051-4651
  • Print_ISBN
    978-1-4244-2174-9
  • Electronic_ISBN
    1051-4651
  • Type

    conf

  • DOI
    10.1109/ICPR.2008.4761049
  • Filename
    4761049