• DocumentCode
    2935342
  • Title

    Automatic Lecture Video Indexing Using Video OCR Technology

  • Author

    Yang, Haojin ; Siebert, Maria ; Lühne, Patrick ; Sack, Harald ; Meinel, Christoph

  • Author_Institution
    Hasso Planner Inst. (HPI), Univ. of Potsdam, Potsdam, Germany
  • fYear
    2011
  • fDate
    5-7 Dec. 2011
  • Firstpage
    111
  • Lastpage
    116
  • Abstract
    During the last years, digital lecture libraries and lecture video portals have become more and more popular. However, finding efficient methods for indexing multimedia still remains a challenging task. Since the text displayed in a lecture video is closely related to the lecture content, it provides a valuable source for indexing and retrieving lecture contents. In this paper, we present an approach for automatic lecture video indexing based on video OCR technology. We have developed a novel video segmenter for automated slide video structure analysis and a weighted DCT (discrete cosines transformation) based text detector. A dynamic image constrast/brightness adaption serves the purpose of enhancing the text image quality to make it processible by existing common OCR software. Time-based text occurence information as well as the analyzed text content are further used for indexing. We prove the accuracy of the proposed approach by evaluation.
  • Keywords
    computer aided instruction; digital libraries; discrete cosine transforms; image enhancement; indexing; multimedia computing; optical character recognition; portals; text analysis; video retrieval; OCR software; automated slide video structure analysis; automatic lecture video indexing; digital lecture libraries; discrete cosines transformation; dynamic image constrast adaption; lecture content retrieval; lecture video portals; multimedia indexing; text content analysis; text image quality enhancement; time-based text occurrence information; video OCR technology; video segmenter; weighted DCT based text detector; Brightness; Discrete cosine transforms; Image edge detection; Image segmentation; Indexing; Optical character recognition software; Streaming media; e-learning; multimedia retrieval; recorded lecture videos; video OCR; video segmentation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia (ISM), 2011 IEEE International Symposium on
  • Conference_Location
    Dana Point CA
  • Print_ISBN
    978-1-4577-2015-4
  • Type

    conf

  • DOI
    10.1109/ISM.2011.26
  • Filename
    6123333