• DocumentCode
    2694899
  • Title

    Automatically constructing blue pages for characters in instructional videos

  • Author

    Li, Ying ; Park, Youngja

  • Author_Institution
    IBM T.J. Watson Res. Center, Yorktown Heights, NY
  • fYear
    2008
  • fDate
    June 23 2008-April 26 2008
  • Firstpage
    1409
  • Lastpage
    1412
  • Abstract
    This paper presents our recent work on automatically constructing blue pages for main characters in instructional videos. Specifically, a blue page is a personal profile which contains various types of information such as name, affiliation, portrait and voice that are specific to each individual. To accomplish this, we first extract various types of personal identity information from the video by analyzing multiple media cues; then we carefully correlate them with each other w.r.t. individual video characters based on an advanced video context analysis. When additional information sources are available, the constructed blue pages could be further enriched with advanced data mining and information extraction techniques. To validate the proposed ideas, we have carried out some preliminary experiments on a set of instructional videos with acceptable results obtained.
  • Keywords
    data mining; feature extraction; video signal processing; advanced video context analysis; blue pages; individual video characters; instructional videos; multiple media cues; personal identity information; Assembly; Data mining; Face detection; Face recognition; Humans; Information analysis; Object detection; Speech analysis; Text recognition; Videos;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo, 2008 IEEE International Conference on
  • Conference_Location
    Hannover
  • Print_ISBN
    978-1-4244-2570-9
  • Electronic_ISBN
    978-1-4244-2571-6
  • Type

    conf

  • DOI
    10.1109/ICME.2008.4607708
  • Filename
    4607708