• DocumentCode
    3479093
  • Title

    Real-time genetic lips region detection and tracking in natural video scenes

  • Author

    Akashi, T. ; Fukumi, M. ; Akamatsu, N.

  • Author_Institution
    Graduate Sch. of Eng., Tokushima Univ.
  • Volume
    2
  • fYear
    2004
  • fDate
    1-3 Dec. 2004
  • Firstpage
    683
  • Lastpage
    688
  • Abstract
    In this paper, real-time detection and tracking of lips region of a talking person in natural scenes is addressed. In particular, we try to acquire numerical parameters to represent the lips information. Because, this information is very important for many applications, such as audio-visual speech recognition, robot perception, and interface of mobile devices. The difficulty lies in deformations and geometric change of lips, by speech and free camera work. Our proposed system is based on template matching with genetic algorithms (GAs). In our previous system, there is a trade-off between accuracy and a processing time. However, we can overcome this by two new methods: (a) a flexible control of a search domain, (b) inheritance of genetic information between video frames. We demonstrated the effectiveness of our proposed system by using some 5 seconds video sequences. The average results are that the accuracy is 94,44% and the processing time is 4.50 seconds
  • Keywords
    genetic algorithms; object detection; search problems; tracking; video signal processing; audio-visual speech recognition; genetic algorithms; genetic lips region detection; genetic lips region tracking; lip geometric change; mobile device interface; natural video scenes; robot perception; search domain; Cameras; Cellular phones; Data mining; Genetic algorithms; Humans; Layout; Lips; Orbital robotics; Positron emission tomography; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cybernetics and Intelligent Systems, 2004 IEEE Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    0-7803-8643-4
  • Type

    conf

  • DOI
    10.1109/ICCIS.2004.1460670
  • Filename
    1460670