• DocumentCode
    117107
  • Title

    Robust visual voice activity detection using chaos theory under illumination varying environment

  • Author

    Taeyup Song ; Kyungsun Lee ; Hanseok Ko

  • Author_Institution
    Korea Univ., Seoul, South Korea
  • fYear
    2014
  • fDate
    10-13 Jan. 2014
  • Firstpage
    562
  • Lastpage
    563
  • Abstract
    We propose a visual based voice activity detection robust in illumination changes which frequently occurs in indoor vehicle environment. By applying chaos theory, contextual change becomes chaos-like and results in complex fractal trajectories in phase space. We measure fractality in phase space from image frames and thereby robustly detect visual speech motions under illumination changes. Representative experiments demonstrate significant improvements over conventional method.
  • Keywords
    chaos; fractals; indoor communication; lighting; signal detection; speech recognition; chaos theory; complex fractal trajectory; contextual change; illumination; image frames; indoor vehicle environment; phase space; robust visual voice activity detection; visual speech motions; Chaos; Fractals; Lighting; Speech; Trajectory; Vehicles; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics (ICCE), 2014 IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • ISSN
    2158-3994
  • Print_ISBN
    978-1-4799-1290-2
  • Type

    conf

  • DOI
    10.1109/ICCE.2014.6776134
  • Filename
    6776134