• DocumentCode
    2481678
  • Title

    Detecting moving text in video using temporal information

  • Author

    Huang, Weihua ; Shivakumara, Palaiahnakote ; Tan, Chew Lim

  • Author_Institution
    Sch. of Comput., Nat. Univ. of Singapore, Singapore
  • fYear
    2008
  • fDate
    8-11 Dec. 2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper presents our work on automatically detecting moving rigid text in digital videos. The temporal information is obtained by dividing a video frame into sub-blocks and calculating inter-frame motion vector for each sub-block. Text blocks are then extracted through both intra-frame classification and inter-frame spatial relationship checking. Unlike previous works, our method achieves both detection and tracking of moving text at the same time. The method works very well detecting scrolling text in news clips and movies, and is robust towards low resolution and complex background. The computational efficiency of the method is also discussed.
  • Keywords
    image classification; image motion analysis; image resolution; object detection; video signal processing; digital video; image resolution; inter-frame motion vector; inter-frame spatial relationship checking; intra-frame classification; moving rigid text detection; temporal information; video frame; Computational efficiency; Content management; Data mining; Machine assisted indexing; Motion pictures; Robustness; Spatial resolution; Text recognition; Tracking; Trajectory;
  • 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.2008.4761417
  • Filename
    4761417