• DocumentCode
    2320344
  • Title

    Detection and Interpretation of Text Information in Noisy Video Sequences

  • Author

    Umai, Chan ; Kassim, Ashraf ; Yue, Chew Lock

  • Author_Institution
    Dept. of Electr. & Comput. Eng., National Univ. of Singapore
  • fYear
    2006
  • fDate
    5-8 Dec. 2006
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Text superimposed on the video frames provides supplemental but important information for video indexing and retrieval. The detection and recognition of text from video is thus an important issue in automated content-based indexing of visual information in video archives. Text of interest is not limited to static text. They could be scrolling in a linear motion where only part of the text information is available during different frames of the video. The problem is further complicated if the video is corrupted with noise. An algorithm is proposed to detect, classify and segment both static and simple linear moving text in complex noisy background. The extracted texts are further processed using averaging to attain a quality suitable for text recognition by commercial optical character recognition (OCR) software
  • Keywords
    content-based retrieval; image sequences; optical character recognition; text analysis; video retrieval; video signal processing; content-based indexing; noisy video sequences; optical character recognition; static text; superimposed text; text classification; text extraction; text information detection; text information interpretation; text recognition; video archives; video frames; video indexing; video retrieval; visual information; Background noise; Character recognition; Data mining; Indexing; Information retrieval; Optical character recognition software; Optical noise; Software quality; Text recognition; Video sequences; Noisy Video Source; Scrolling Text; Text Detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Automation, Robotics and Vision, 2006. ICARCV '06. 9th International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    1-4244-0341-3
  • Electronic_ISBN
    1-4214-042-1
  • Type

    conf

  • DOI
    10.1109/ICARCV.2006.345066
  • Filename
    4150265