• DocumentCode
    496093
  • Title

    A Smart Approach for Text Detection, Localization and Extraction in Video Frames

  • Author

    Shi, Shuicai ; Cheng, Tao ; Xiao, Shibin ; Lv, Xueqiang

  • Author_Institution
    Chinese Inf. Process. Res. Center, Beijing Inf. Sci. & Technol. Univ., Beijing, China
  • Volume
    1
  • fYear
    2009
  • fDate
    25-26 July 2009
  • Firstpage
    158
  • Lastpage
    161
  • Abstract
    Information deficiency is a huge problem when researching on video indexing and retrieval. On the other hand, text in video frames implies lots of semantics inherently, and can provide supplemental but important information for video data processing. A smart approach for text detection, localization and extraction in video frames is presented in this paper. Here, block change rate (BCR for short) is imported to realize text detection and localization, and element image division in Lab color space is implied in binary text extraction. The approach has been implemented and tested with a variety of video sources, and the result of experiments is promising.
  • Keywords
    indexing; text analysis; video retrieval; video signal processing; Lab color space; binary text extraction; block change rate; element image division; information deficiency; smart approach; text detection; text localization; video data processing; video frames; video indexing; video retrieval; video sources; Character recognition; Color; Computer science; Data mining; Indexing; Information technology; Optical character recognition software; Pixel; Text recognition; Video compression; BCR; Binary Text Extraction; Element Image Division; Text Detection; Text Location;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology and Computer Science, 2009. ITCS 2009. International Conference on
  • Conference_Location
    Kiev
  • Print_ISBN
    978-0-7695-3688-0
  • Type

    conf

  • DOI
    10.1109/ITCS.2009.40
  • Filename
    5190040