• DocumentCode
    2652420
  • Title

    VSUMM: A simple and efficient approach for automatic video summarization

  • Author

    De Avila, Sandra E F ; Da Luz, Antonio, Jr. ; De Araujo, Arnaldo A.

  • Author_Institution
    Dept. of Comput. Sci., Fed. Univ. of Minas Gerais, Belo Horizonte
  • fYear
    2008
  • fDate
    25-28 June 2008
  • Firstpage
    449
  • Lastpage
    452
  • Abstract
    In this paper, we propose an approach for video summarization (VSUMM). The video summaries are generated based on color attributes and visual features. A factorial experiment is designed to analyze the relative impact of the attributes. We demonstrate the validity of the VSUMM by testing it on a collection of videos from Open Video Project. We provide a comparison between results of the proposed summarization technique with Open Video storyboard. The obtained results indicate that the approach proposed is an alternative way to video summarization problem.
  • Keywords
    image colour analysis; video signal processing; Open Video Project; Open Video storyboard; VSUMM; automatic video summarization; color attribute; visual feature; Clustering algorithms; Computer science; Costs; Feature extraction; Gunshot detection systems; Histograms; Indexing; Research and development; Testing; Timing; Keyframes; Video Summarization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Signals and Image Processing, 2008. IWSSIP 2008. 15th International Conference on
  • Conference_Location
    Bratislava
  • Print_ISBN
    978-80-227-2856-0
  • Electronic_ISBN
    978-80-227-2880-5
  • Type

    conf

  • DOI
    10.1109/IWSSIP.2008.4604463
  • Filename
    4604463