• DocumentCode
    2287244
  • Title

    Automatic Overlaid Text Detection, Extraction and Recognition for High Level Event/Concept Identification in Soccer Videos

  • Author

    Halin, Alfian Abdul ; Rajeswari, Mandava ; Ramachandram, Dhanesh

  • Author_Institution
    Fac. of Comput. Sci. & Info. Technol., Univ. Putra Malaysia, Serdang
  • fYear
    2008
  • fDate
    20-22 Dec. 2008
  • Firstpage
    587
  • Lastpage
    592
  • Abstract
    Overlaid text appears frequently in broadcast sports video. They provide supplementary information regarding the happenings of a particular game. Examples include important events of interest such as bookings and substitutions in a soccer match. Furthermore, overlaid-text is displayed when a particular concept of interest is happening or has happened. This paper presents a technique to automatically detect only video frames that contain valid overlaid text. Experiments have shown reliable detection, extraction and recognition, whose results have been successfully used for domain concept understanding via matching with a soccer term database.
  • Keywords
    feature extraction; image matching; pattern recognition; text analysis; video signal processing; automatic overlaid text detection; broadcast sports video; high level event/concept identification; soccer term database; soccer videos; text extraction; text recognition; video frames; Broadcasting; Character recognition; Computer displays; Data mining; Event detection; Games; Histograms; Layout; Text recognition; Videos; Event Detection; Optical Character Recognition; Overlaid Text; Soccer Video Analysis; Sport Event Detection; Sport Video Analysis; Video Text; Video Understanding; Videotext; Videotext Keyword Matching;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Electrical Engineering, 2008. ICCEE 2008. International Conference on
  • Conference_Location
    Phuket
  • Print_ISBN
    978-0-7695-3504-3
  • Type

    conf

  • DOI
    10.1109/ICCEE.2008.15
  • Filename
    4741053