• DocumentCode
    517498
  • Title

    Utilization of Temporal Continuity in Video Text Detection

  • Author

    Wang, Chen ; Wang, Hongliang

  • Author_Institution
    Sch. of Electron. & Inf. Eng., Xi´´an Jiaotong Univ., Xi´´an, China
  • Volume
    1
  • fYear
    2010
  • fDate
    24-25 April 2010
  • Firstpage
    335
  • Lastpage
    338
  • Abstract
    In this paper, based on an asteroid filter method, temporal continuity is used in both video text localization and tracking. To utilize the temporal continuity in localization, heuristic thresholding scheme is first designed to pick out strong horizontal, vertical and diagonal texture points in the process of localization. In order to best use the redundancy of video texts and speed up processing, special tracking scheme is also given. Our tracking scheme classifies texts into three categories: static texts, horizontal rolling texts and vertical rolling texts. Hereafter, different schemes are applied to track each kind of texts both forward and backward and those two kinds of tracking results are finally amalgamated. Experimental results show that our temporal continuity integrated heuristic thresholding scheme performs well in video text localization. The backward-forward integrated tracking scheme maximally utilizes the time redundancy while precisely tracking rolling text.
  • Keywords
    filtering theory; text analysis; video signal processing; asteroid filter method; backward-forward integrated tracking scheme; heuristic thresholding scheme; horizontal rolling text; static text; temporal continuity integrated heuristic thresholding scheme; tracking scheme; vertical rolling text; video text detection; video text localization; Filters; Image coding; Image edge detection; Information technology; Learning systems; Mechanical engineering; Optical character recognition software; Robustness; Text recognition; Videoconference;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Information Technology (MMIT), 2010 Second International Conference on
  • Conference_Location
    Kaifeng
  • Print_ISBN
    978-0-7695-4008-5
  • Electronic_ISBN
    978-1-4244-6602-3
  • Type

    conf

  • DOI
    10.1109/MMIT.2010.64
  • Filename
    5474291